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<div class="title">cudnn_frontend_Operation.h</div>  </div>
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<a href="../../da/d5a/cudnn__frontend__Operation_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;<span class="comment">/*</span></div><div class="line"><a name="l00002"></a><span class="lineno">    2</span>&#160;<span class="comment"> * Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.</span></div><div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="comment"> * Permission is hereby granted, free of charge, to any person obtaining a</span></div><div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;<span class="comment"> * copy of this software and associated documentation files (the &quot;Software&quot;),</span></div><div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;<span class="comment"> * to deal in the Software without restriction, including without limitation</span></div><div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="comment"> * the rights to use, copy, modify, merge, publish, distribute, sublicense,</span></div><div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;<span class="comment"> * and/or sell copies of the Software, and to permit persons to whom the</span></div><div class="line"><a name="l00009"></a><span class="lineno">    9</span>&#160;<span class="comment"> * Software is furnished to do so, subject to the following conditions:</span></div><div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;<span class="comment"> * The above copyright notice and this permission notice shall be included in</span></div><div class="line"><a name="l00012"></a><span class="lineno">   12</span>&#160;<span class="comment"> * all copies or substantial portions of the Software.</span></div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;<span class="comment"> * THE SOFTWARE IS PROVIDED &quot;AS IS&quot;, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR</span></div><div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;<span class="comment"> * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,</span></div><div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;<span class="comment"> * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.  IN NO EVENT SHALL</span></div><div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;<span class="comment"> * THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER</span></div><div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;<span class="comment"> * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING</span></div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;<span class="comment"> * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER</span></div><div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;<span class="comment"> * DEALINGS IN THE SOFTWARE.</span></div><div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;<span class="comment"> */</span></div><div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;</div><div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;<span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;</div><div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;<span class="preprocessor">#include &lt;algorithm&gt;</span></div><div class="line"><a name="l00026"></a><span class="lineno">   26</span>&#160;<span class="preprocessor">#include &lt;array&gt;</span></div><div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;<span class="preprocessor">#include &lt;functional&gt;</span></div><div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;<span class="preprocessor">#include &lt;memory&gt;</span></div><div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160;<span class="preprocessor">#include &lt;sstream&gt;</span></div><div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;<span class="preprocessor">#include &lt;utility&gt;</span></div><div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;</div><div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;<span class="preprocessor">#include &lt;cudnn.h&gt;</span></div><div class="line"><a name="l00033"></a><span class="lineno">   33</span>&#160;<span class="preprocessor">#include &lt;cudnn_backend.h&gt;</span></div><div class="line"><a name="l00034"></a><span class="lineno">   34</span>&#160;</div><div class="line"><a name="l00035"></a><span class="lineno">   35</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d1/de7/cudnn__frontend__ConvDesc_8h.html">cudnn_frontend_ConvDesc.h</a>&quot;</span></div><div class="line"><a name="l00036"></a><span class="lineno">   36</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h.html">cudnn_frontend_PointWiseDesc.h</a>&quot;</span></div><div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d6/d32/cudnn__frontend__MatMulDesc_8h.html">cudnn_frontend_MatMulDesc.h</a>&quot;</span></div><div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../db/da7/cudnn__frontend__ReductionDesc_8h.html">cudnn_frontend_ReductionDesc.h</a>&quot;</span></div><div class="line"><a name="l00039"></a><span class="lineno">   39</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../d3/d98/cudnn__frontend__Tensor_8h.html">cudnn_frontend_Tensor.h</a>&quot;</span></div><div class="line"><a name="l00040"></a><span class="lineno">   40</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../df/d17/cudnn__frontend__utils_8h.html">cudnn_frontend_utils.h</a>&quot;</span></div><div class="line"><a name="l00041"></a><span class="lineno">   41</span>&#160;</div><div class="line"><a name="l00042"></a><span class="lineno">   42</span>&#160;<span class="keyword">namespace </span><a class="code" href="../../df/de1/namespacecudnn__frontend.html">cudnn_frontend</a> {</div><div class="line"><a name="l00067"></a><span class="lineno"><a class="line" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html">   67</a></span>&#160;<span class="keyword">class </span><a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html">Operation_v8</a> : <span class="keyword">public</span> <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html">BackendDescriptor</a> {</div><div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160;   <span class="keyword">public</span>:</div><div class="line"><a name="l00069"></a><span class="lineno"><a class="line" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ac708bb46683440effd2f46b3888e378f">   69</a></span>&#160;    <span class="keyword">friend</span> <span class="keyword">class </span><a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html">OperationBuilder_v8</a>;</div><div class="line"><a name="l00070"></a><span class="lineno">   70</span>&#160;    std::string</div><div class="line"><a name="l00071"></a><span class="lineno"><a class="line" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a3425a8550eb9f622dc4101d3d5d2c0e1">   71</a></span>&#160;    <a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a3425a8550eb9f622dc4101d3d5d2c0e1">describe</a>()<span class="keyword"> const override </span>{</div><div class="line"><a name="l00072"></a><span class="lineno">   72</span>&#160;        std::stringstream ss;</div><div class="line"><a name="l00073"></a><span class="lineno">   73</span>&#160;        ss &lt;&lt; <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION :&quot;</span></div><div class="line"><a name="l00074"></a><span class="lineno">   74</span>&#160;           &lt;&lt; <span class="stringliteral">&quot; OpMode: &quot;</span> &lt;&lt; <a class="code" href="../../d3/d9b/namespacenlohmann.html#a6ce645a0b8717757e096a5b5773b7a16">std::to_string</a>(<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">op_mode</a>);</div><div class="line"><a name="l00075"></a><span class="lineno">   75</span>&#160;        ss &lt;&lt; std::hex &lt;&lt; <span class="stringliteral">&quot; X &quot;</span> &lt;&lt; <a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a01d1997ae84b86c0565351910bba3416">xdesc</a>;</div><div class="line"><a name="l00076"></a><span class="lineno">   76</span>&#160;        ss &lt;&lt; std::hex &lt;&lt; <span class="stringliteral">&quot; Y &quot;</span> &lt;&lt; <a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a81e9b10c7231ba9ffba37f7fab531a69">ydesc</a>;</div><div class="line"><a name="l00077"></a><span class="lineno">   77</span>&#160; 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<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#adf6b55205eac4c52c0ab70e4758e33da">dydesc</a>;</div><div class="line"><a name="l00081"></a><span class="lineno">   81</span>&#160;        ss &lt;&lt; std::hex &lt;&lt; <span class="stringliteral">&quot; DX &quot;</span> &lt;&lt; <a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4f30409838436d0c4dea5271af86f9b7">dxdesc</a>;</div><div class="line"><a name="l00082"></a><span class="lineno">   82</span>&#160;        ss &lt;&lt; std::hex &lt;&lt; <span class="stringliteral">&quot; C &quot;</span> &lt;&lt; <a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a19856fbb973574342efedc43134af3a7">cdesc</a>;</div><div class="line"><a name="l00083"></a><span class="lineno">   83</span>&#160;        ss &lt;&lt; std::hex &lt;&lt; <span class="stringliteral">&quot; A Mtrix &quot;</span> &lt;&lt; <a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ae0e0256b292acd560accc1c02a6e393b">amatdesc</a>;</div><div class="line"><a name="l00084"></a><span class="lineno">   84</span>&#160;        ss &lt;&lt; std::hex &lt;&lt; <span class="stringliteral">&quot; B Mtrix &quot;</span> &lt;&lt; <a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0945c6296efc14ffc41122aaae3946b8">bmatdesc</a>;</div><div class="line"><a name="l00085"></a><span class="lineno">   85</span>&#160;        ss &lt;&lt; std::hex &lt;&lt; <span class="stringliteral">&quot; C Mtrix &quot;</span> &lt;&lt; <a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#adea4f5ef82e61fc375fd2c3ee8e92147">cmatdesc</a>;</div><div class="line"><a name="l00086"></a><span class="lineno">   86</span>&#160;        ss &lt;&lt; std::hex &lt;&lt; <span class="stringliteral">&quot; P &quot;</span> &lt;&lt; <a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#aac54965185417e264093156b143a3751">pwdesc</a>;</div><div class="line"><a name="l00087"></a><span class="lineno">   87</span>&#160;        ss &lt;&lt; std::hex &lt;&lt; <span class="stringliteral">&quot; MatMul &quot;</span> &lt;&lt; <a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ac4b85cbb9ba522c98eb524a7712721af">matmuldesc</a>;</div><div class="line"><a name="l00088"></a><span class="lineno">   88</span>&#160;        ss &lt;&lt; std::hex &lt;&lt; <span class="stringliteral">&quot; Reduction &quot;</span> &lt;&lt; <a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a99735bf6f673f0e3346e9be611125e2f">reductiondesc</a>;</div><div class="line"><a name="l00089"></a><span class="lineno">   89</span>&#160;        ss &lt;&lt; std::dec &lt;&lt; <span class="stringliteral">&quot; alphabetaType &quot;</span> &lt;&lt; <a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">alphabetaType</a>;</div><div class="line"><a name="l00090"></a><span class="lineno">   90</span>&#160;        ss &lt;&lt; <span class="stringliteral">&quot; Alpha: &quot;</span> &lt;&lt; <a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4a71d73a1231c39e51a74f750586a733">alpha_s</a> &lt;&lt; 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&quot;</span> &lt;&lt; <a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a1118f19807c9f58cc1d0892bdb1f8c94">beta_d</a>;</div><div class="line"><a name="l00093"></a><span class="lineno">   93</span>&#160;        <span class="keywordflow">return</span> ss.str();</div><div class="line"><a name="l00094"></a><span class="lineno">   94</span>&#160;    }</div><div class="line"><a name="l00095"></a><span class="lineno">   95</span>&#160;</div><div class="line"><a name="l00096"></a><span class="lineno">   96</span>&#160;    <a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a810b2f50d53d6655c2048d3c3afbcfc4">Operation_v8</a>(<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html">Operation_v8</a> &amp;&amp;from) = <span class="keywordflow">default</span>;</div><div class="line"><a name="l00097"></a><span class="lineno">   97</span>&#160;    <a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html">Operation_v8</a> &amp;</div><div class="line"><a name="l00098"></a><span class="lineno">   98</span>&#160; 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   <a class="code" href="../../df/de1/namespacecudnn__frontend.html#ac94d582cdfa2adf3d68a4e675e5d69aa">ManagedOpaqueDescriptor</a> <a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#aac54965185417e264093156b143a3751">pwdesc</a>        = <span class="keyword">nullptr</span>;</div><div class="line"><a name="l00137"></a><span class="lineno"><a class="line" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ac4b85cbb9ba522c98eb524a7712721af">  137</a></span>&#160;    <a class="code" href="../../df/de1/namespacecudnn__frontend.html#ac94d582cdfa2adf3d68a4e675e5d69aa">ManagedOpaqueDescriptor</a> <a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ac4b85cbb9ba522c98eb524a7712721af">matmuldesc</a>    = <span class="keyword">nullptr</span>;</div><div class="line"><a name="l00138"></a><span class="lineno"><a class="line" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a99735bf6f673f0e3346e9be611125e2f">  138</a></span>&#160; 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  <span class="keyword">private</span>:</div><div class="line"><a name="l00158"></a><span class="lineno"><a class="line" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a8724628060c71b17e7458c01338b234a">  158</a></span>&#160;    <a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html">Operation_v8</a> <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a8724628060c71b17e7458c01338b234a">m_operation</a>;</div><div class="line"><a name="l00159"></a><span class="lineno"><a class="line" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#ad82e287889be2ebef348a00479ce3bc0">  159</a></span>&#160;    <span class="keywordtype">bool</span> is_convolution_op = <span class="keyword">false</span>;</div><div class="line"><a name="l00160"></a><span class="lineno"><a class="line" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a98044359c005b796e35fba1a5b689f3d">  160</a></span>&#160;    <span class="keywordtype">bool</span> is_pointwise_op   = <span class="keyword">false</span>;</div><div class="line"><a name="l00161"></a><span class="lineno"><a class="line" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#ac806a488b58cc78e338ba96eccee70fd">  161</a></span>&#160; 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   int64_t xTensor_dimA[CUDNN_DIM_MAX + 1];</div><div class="line"><a name="l00167"></a><span class="lineno"><a class="line" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a39bd9c49299d902b7409b5561f82f2cd">  167</a></span>&#160;    int64_t xTensor_strA[CUDNN_DIM_MAX + 1];</div><div class="line"><a name="l00168"></a><span class="lineno"><a class="line" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a209123790e6990a409e89943f37f1c4a">  168</a></span>&#160;    int64_t wTensor_dimA[CUDNN_DIM_MAX + 1];</div><div class="line"><a name="l00169"></a><span class="lineno"><a class="line" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#afec2ea4ff3ae76400274bfd45ecde43d">  169</a></span>&#160;    int64_t wTensor_strA[CUDNN_DIM_MAX + 1];</div><div class="line"><a name="l00170"></a><span class="lineno"><a class="line" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a73cbb615543db778dc435d1df68119a5">  170</a></span>&#160; 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   int64_t conv_dilation[CUDNN_DIM_MAX];</div><div class="line"><a name="l00177"></a><span class="lineno"><a class="line" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a9d84866db74d04e32c6d7676e13d52a8">  177</a></span>&#160;    int64_t conv_stride  [CUDNN_DIM_MAX];</div><div class="line"><a name="l00178"></a><span class="lineno"><a class="line" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#acf45f5b46f23610790b8746a3d7e8a57">  178</a></span>&#160;    int64_t <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#acf45f5b46f23610790b8746a3d7e8a57">mode</a>;</div><div class="line"><a name="l00179"></a><span class="lineno"><a class="line" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a52840fe8efb8ba2d5e93aa7ebb155741">  179</a></span>&#160;    int64_t xType, <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a52840fe8efb8ba2d5e93aa7ebb155741">yType</a>, wType, cType <span class="comment">/* compute_precision */</span>;</div><div class="line"><a name="l00180"></a><span class="lineno">  180</span>&#160;</div><div class="line"><a name="l00181"></a><span class="lineno"><a class="line" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#ac0957e3073b3fbb76758754a57bfd5c9">  181</a></span>&#160; 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   <a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html">Operation_v8</a> &amp;&amp; </div><div class="line"><a name="l00240"></a><span class="lineno"><a class="line" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#acea72d827ce582feea5ed490dd2371dd">  240</a></span>&#160;    <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#acea72d827ce582feea5ed490dd2371dd">build_matmul_op</a>() {</div><div class="line"><a name="l00241"></a><span class="lineno">  241</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;Matmul&quot;</span>;</div><div class="line"><a name="l00242"></a><span class="lineno">  242</span>&#160;        <span class="keyword">auto</span> <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = CUDNN_STATUS_SUCCESS;</div><div class="line"><a name="l00243"></a><span class="lineno">  243</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>                   = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00244"></a><span class="lineno">  244</span>&#160;                CUDNN_ATTR_OPERATION_MATMUL_ADESC,</div><div class="line"><a name="l00245"></a><span class="lineno">  245</span>&#160;                CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00246"></a><span class="lineno">  246</span>&#160;                1,</div><div class="line"><a name="l00247"></a><span class="lineno">  247</span>&#160;                &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ae0e0256b292acd560accc1c02a6e393b">amatdesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00248"></a><span class="lineno">  248</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00249"></a><span class="lineno">  249</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00250"></a><span class="lineno">  250</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00251"></a><span class="lineno">  251</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00252"></a><span class="lineno">  252</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_MATMUL_ADESC Failed&quot;</span>);</div><div class="line"><a name="l00253"></a><span class="lineno">  253</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00254"></a><span class="lineno">  254</span>&#160;        }</div><div class="line"><a name="l00255"></a><span class="lineno">  255</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00256"></a><span class="lineno">  256</span>&#160;                CUDNN_ATTR_OPERATION_MATMUL_BDESC,</div><div class="line"><a name="l00257"></a><span class="lineno">  257</span>&#160;                CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00258"></a><span class="lineno">  258</span>&#160;                1,</div><div class="line"><a name="l00259"></a><span class="lineno">  259</span>&#160;                &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0945c6296efc14ffc41122aaae3946b8">bmatdesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00260"></a><span class="lineno">  260</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00261"></a><span class="lineno">  261</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00262"></a><span class="lineno">  262</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00263"></a><span class="lineno">  263</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00264"></a><span class="lineno">  264</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_MATMUL_BDESC Failed&quot;</span>);</div><div class="line"><a name="l00265"></a><span class="lineno">  265</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00266"></a><span class="lineno">  266</span>&#160;        }</div><div class="line"><a name="l00267"></a><span class="lineno">  267</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00268"></a><span class="lineno">  268</span>&#160;                CUDNN_ATTR_OPERATION_MATMUL_CDESC,</div><div class="line"><a name="l00269"></a><span class="lineno">  269</span>&#160;                CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00270"></a><span class="lineno">  270</span>&#160;                1,</div><div class="line"><a name="l00271"></a><span class="lineno">  271</span>&#160;                &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#adea4f5ef82e61fc375fd2c3ee8e92147">cmatdesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00272"></a><span class="lineno">  272</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00273"></a><span class="lineno">  273</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00274"></a><span class="lineno">  274</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00275"></a><span class="lineno">  275</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00276"></a><span class="lineno">  276</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_MATMUL_CDESC Failed&quot;</span>);</div><div class="line"><a name="l00277"></a><span class="lineno">  277</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00278"></a><span class="lineno">  278</span>&#160;        }</div><div class="line"><a name="l00279"></a><span class="lineno">  279</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00280"></a><span class="lineno">  280</span>&#160;                CUDNN_ATTR_OPERATION_MATMUL_DESC,</div><div class="line"><a name="l00281"></a><span class="lineno">  281</span>&#160;                CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00282"></a><span class="lineno">  282</span>&#160;                1,</div><div class="line"><a name="l00283"></a><span class="lineno">  283</span>&#160;                &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ac4b85cbb9ba522c98eb524a7712721af">matmuldesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00284"></a><span class="lineno">  284</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00285"></a><span class="lineno">  285</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00286"></a><span class="lineno">  286</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00287"></a><span class="lineno">  287</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00288"></a><span class="lineno">  288</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_MATMUL_DESC Failed&quot;</span>);</div><div class="line"><a name="l00289"></a><span class="lineno">  289</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00290"></a><span class="lineno">  290</span>&#160;        }</div><div class="line"><a name="l00291"></a><span class="lineno">  291</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendFinalize(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor());</div><div class="line"><a name="l00292"></a><span class="lineno">  292</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00293"></a><span class="lineno">  293</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(&amp;m_operation, <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>, <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: cudnnFinalize Failed&quot;</span>);</div><div class="line"><a name="l00294"></a><span class="lineno">  294</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00295"></a><span class="lineno">  295</span>&#160;        }</div><div class="line"><a name="l00296"></a><span class="lineno">  296</span>&#160;        <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00297"></a><span class="lineno">  297</span>&#160;    }</div><div class="line"><a name="l00298"></a><span class="lineno">  298</span>&#160;</div><div class="line"><a name="l00299"></a><span class="lineno">  299</span>&#160;    <a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html">Operation_v8</a> &amp;&amp; </div><div class="line"><a name="l00300"></a><span class="lineno"><a class="line" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a23ab5e17f7f515edce17bc43628b753b">  300</a></span>&#160;    <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a23ab5e17f7f515edce17bc43628b753b">build_pointwise_op</a>() {</div><div class="line"><a name="l00301"></a><span class="lineno">  301</span>&#160;        <span class="keyword">auto</span> <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = CUDNN_STATUS_SUCCESS;</div><div class="line"><a name="l00302"></a><span class="lineno">  302</span>&#160;</div><div class="line"><a name="l00303"></a><span class="lineno">  303</span>&#160;        <span class="keywordflow">switch</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a>) {</div><div class="line"><a name="l00304"></a><span class="lineno">  304</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_ADD:</div><div class="line"><a name="l00305"></a><span class="lineno">  305</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;Add&quot;</span>;</div><div class="line"><a name="l00306"></a><span class="lineno">  306</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00307"></a><span class="lineno">  307</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_MUL:</div><div class="line"><a name="l00308"></a><span class="lineno">  308</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;Mul&quot;</span>;</div><div class="line"><a name="l00309"></a><span class="lineno">  309</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00310"></a><span class="lineno">  310</span>&#160;<span class="preprocessor">#if (CUDNN_VERSION &gt;= 8300)</span></div><div class="line"><a name="l00311"></a><span class="lineno">  311</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_DIV:</div><div class="line"><a name="l00312"></a><span class="lineno">  312</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;Div&quot;</span>;</div><div class="line"><a name="l00313"></a><span class="lineno">  313</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00314"></a><span class="lineno">  314</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_ADD_SQUARE:</div><div class="line"><a name="l00315"></a><span class="lineno">  315</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;AddSquare&quot;</span>;</div><div class="line"><a name="l00316"></a><span class="lineno">  316</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00317"></a><span class="lineno">  317</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_EXP:</div><div class="line"><a name="l00318"></a><span class="lineno">  318</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;Exp&quot;</span>;</div><div class="line"><a name="l00319"></a><span class="lineno">  319</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00320"></a><span class="lineno">  320</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_SUB:</div><div class="line"><a name="l00321"></a><span class="lineno">  321</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;Sub&quot;</span>;</div><div class="line"><a name="l00322"></a><span class="lineno">  322</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00323"></a><span class="lineno">  323</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_CMP_EQ:</div><div class="line"><a name="l00324"></a><span class="lineno">  324</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;CmpEq&quot;</span>;</div><div class="line"><a name="l00325"></a><span class="lineno">  325</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00326"></a><span class="lineno">  326</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_CMP_NEQ:</div><div class="line"><a name="l00327"></a><span class="lineno">  327</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;CmpNeq&quot;</span>;</div><div class="line"><a name="l00328"></a><span class="lineno">  328</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00329"></a><span class="lineno">  329</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_CMP_GT:</div><div class="line"><a name="l00330"></a><span class="lineno">  330</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;CmpGT&quot;</span>;</div><div class="line"><a name="l00331"></a><span class="lineno">  331</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00332"></a><span class="lineno">  332</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_CMP_GE:</div><div class="line"><a name="l00333"></a><span class="lineno">  333</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;CmpGE&quot;</span>;</div><div class="line"><a name="l00334"></a><span class="lineno">  334</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00335"></a><span class="lineno">  335</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_CMP_LT:</div><div class="line"><a name="l00336"></a><span class="lineno">  336</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;CmpLT&quot;</span>;</div><div class="line"><a name="l00337"></a><span class="lineno">  337</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00338"></a><span class="lineno">  338</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_CMP_LE:</div><div class="line"><a name="l00339"></a><span class="lineno">  339</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;CmpLE&quot;</span>;</div><div class="line"><a name="l00340"></a><span class="lineno">  340</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00341"></a><span class="lineno">  341</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_LOGICAL_OR:</div><div class="line"><a name="l00342"></a><span class="lineno">  342</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;LogicalOr&quot;</span>;</div><div class="line"><a name="l00343"></a><span class="lineno">  343</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00344"></a><span class="lineno">  344</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_LOGICAL_AND:</div><div class="line"><a name="l00345"></a><span class="lineno">  345</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;LogicalAnd&quot;</span>;</div><div class="line"><a name="l00346"></a><span class="lineno">  346</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00347"></a><span class="lineno">  347</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_LOGICAL_NOT:</div><div class="line"><a name="l00348"></a><span class="lineno">  348</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;LogicalNot&quot;</span>;</div><div class="line"><a name="l00349"></a><span class="lineno">  349</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00350"></a><span class="lineno">  350</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_LOG:</div><div class="line"><a name="l00351"></a><span class="lineno">  351</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;Log&quot;</span>;</div><div class="line"><a name="l00352"></a><span class="lineno">  352</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00353"></a><span class="lineno">  353</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_NEG:</div><div class="line"><a name="l00354"></a><span class="lineno">  354</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;Neg&quot;</span>;</div><div class="line"><a name="l00355"></a><span class="lineno">  355</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00356"></a><span class="lineno">  356</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_MOD:</div><div class="line"><a name="l00357"></a><span class="lineno">  357</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;Mod&quot;</span>;</div><div class="line"><a name="l00358"></a><span class="lineno">  358</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00359"></a><span class="lineno">  359</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_POW:</div><div class="line"><a name="l00360"></a><span class="lineno">  360</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;Pow&quot;</span>;</div><div class="line"><a name="l00361"></a><span class="lineno">  361</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00362"></a><span class="lineno">  362</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_ABS:</div><div class="line"><a name="l00363"></a><span class="lineno">  363</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;Abs&quot;</span>;</div><div class="line"><a name="l00364"></a><span class="lineno">  364</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00365"></a><span class="lineno">  365</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_CEIL:</div><div class="line"><a name="l00366"></a><span class="lineno">  366</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;Ceil&quot;</span>;</div><div class="line"><a name="l00367"></a><span class="lineno">  367</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00368"></a><span class="lineno">  368</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_FLOOR:</div><div class="line"><a name="l00369"></a><span class="lineno">  369</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;Floor&quot;</span>;</div><div class="line"><a name="l00370"></a><span class="lineno">  370</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00371"></a><span class="lineno">  371</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_SIN:</div><div class="line"><a name="l00372"></a><span class="lineno">  372</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;Sine&quot;</span>;</div><div class="line"><a name="l00373"></a><span class="lineno">  373</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00374"></a><span class="lineno">  374</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_COS:</div><div class="line"><a name="l00375"></a><span class="lineno">  375</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;Cosine&quot;</span>;</div><div class="line"><a name="l00376"></a><span class="lineno">  376</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00377"></a><span class="lineno">  377</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_TAN:</div><div class="line"><a name="l00378"></a><span class="lineno">  378</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;Tan&quot;</span>;</div><div class="line"><a name="l00379"></a><span class="lineno">  379</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00380"></a><span class="lineno">  380</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_RSQRT:</div><div class="line"><a name="l00381"></a><span class="lineno">  381</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;RSqrt&quot;</span>;</div><div class="line"><a name="l00382"></a><span class="lineno">  382</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00383"></a><span class="lineno">  383</span>&#160;<span class="preprocessor">#endif</span></div><div class="line"><a name="l00384"></a><span class="lineno">  384</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_MIN:</div><div class="line"><a name="l00385"></a><span class="lineno">  385</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;Min&quot;</span>;</div><div class="line"><a name="l00386"></a><span class="lineno">  386</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00387"></a><span class="lineno">  387</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_MAX:</div><div class="line"><a name="l00388"></a><span class="lineno">  388</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;Max&quot;</span>;</div><div class="line"><a name="l00389"></a><span class="lineno">  389</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00390"></a><span class="lineno">  390</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_SQRT:</div><div class="line"><a name="l00391"></a><span class="lineno">  391</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;Sqrt&quot;</span>;</div><div class="line"><a name="l00392"></a><span class="lineno">  392</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00393"></a><span class="lineno">  393</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_RELU_FWD:</div><div class="line"><a name="l00394"></a><span class="lineno">  394</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;ReluFwd&quot;</span>;</div><div class="line"><a name="l00395"></a><span class="lineno">  395</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00396"></a><span class="lineno">  396</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_TANH_FWD:</div><div class="line"><a name="l00397"></a><span class="lineno">  397</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;TanhFwd&quot;</span>;</div><div class="line"><a name="l00398"></a><span class="lineno">  398</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00399"></a><span class="lineno">  399</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_SIGMOID_FWD:</div><div class="line"><a name="l00400"></a><span class="lineno">  400</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;SigmoidFwd&quot;</span>;</div><div class="line"><a name="l00401"></a><span class="lineno">  401</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00402"></a><span class="lineno">  402</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_ELU_FWD:</div><div class="line"><a name="l00403"></a><span class="lineno">  403</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;EluFwd&quot;</span>;</div><div class="line"><a name="l00404"></a><span class="lineno">  404</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00405"></a><span class="lineno">  405</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_GELU_FWD:</div><div class="line"><a name="l00406"></a><span class="lineno">  406</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;GeluFwd&quot;</span>;</div><div class="line"><a name="l00407"></a><span class="lineno">  407</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00408"></a><span class="lineno">  408</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_SOFTPLUS_FWD:</div><div class="line"><a name="l00409"></a><span class="lineno">  409</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;SoftplusFwd&quot;</span>;</div><div class="line"><a name="l00410"></a><span class="lineno">  410</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00411"></a><span class="lineno">  411</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_SWISH_FWD:</div><div class="line"><a name="l00412"></a><span class="lineno">  412</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;SwishFwd&quot;</span>;</div><div class="line"><a name="l00413"></a><span class="lineno">  413</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00414"></a><span class="lineno">  414</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_RELU_BWD:</div><div class="line"><a name="l00415"></a><span class="lineno">  415</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;ReluBwd&quot;</span>;</div><div class="line"><a name="l00416"></a><span class="lineno">  416</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00417"></a><span class="lineno">  417</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_TANH_BWD:</div><div class="line"><a name="l00418"></a><span class="lineno">  418</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;TanhBwd&quot;</span>;</div><div class="line"><a name="l00419"></a><span class="lineno">  419</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00420"></a><span class="lineno">  420</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_SIGMOID_BWD:</div><div class="line"><a name="l00421"></a><span class="lineno">  421</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;SigmoidBwd&quot;</span>;</div><div class="line"><a name="l00422"></a><span class="lineno">  422</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00423"></a><span class="lineno">  423</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_ELU_BWD:</div><div class="line"><a name="l00424"></a><span class="lineno">  424</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;EluBwd&quot;</span>;</div><div class="line"><a name="l00425"></a><span class="lineno">  425</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00426"></a><span class="lineno">  426</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_GELU_BWD:</div><div class="line"><a name="l00427"></a><span class="lineno">  427</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;GeluBwd&quot;</span>;</div><div class="line"><a name="l00428"></a><span class="lineno">  428</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00429"></a><span class="lineno">  429</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_SOFTPLUS_BWD:</div><div class="line"><a name="l00430"></a><span class="lineno">  430</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;SoftplusBwd&quot;</span>;</div><div class="line"><a name="l00431"></a><span class="lineno">  431</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00432"></a><span class="lineno">  432</span>&#160;            <span class="keywordflow">case</span> CUDNN_POINTWISE_SWISH_BWD:</div><div class="line"><a name="l00433"></a><span class="lineno">  433</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;SwishBwd&quot;</span>;</div><div class="line"><a name="l00434"></a><span class="lineno">  434</span>&#160;                <span class="keywordflow">break</span>;</div><div class="line"><a name="l00435"></a><span class="lineno">  435</span>&#160;        }</div><div class="line"><a name="l00436"></a><span class="lineno">  436</span>&#160;</div><div class="line"><a name="l00437"></a><span class="lineno">  437</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00438"></a><span class="lineno">  438</span>&#160;                CUDNN_ATTR_OPERATION_POINTWISE_PW_DESCRIPTOR,</div><div class="line"><a name="l00439"></a><span class="lineno">  439</span>&#160;                CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00440"></a><span class="lineno">  440</span>&#160;                1,</div><div class="line"><a name="l00441"></a><span class="lineno">  441</span>&#160;                &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#aac54965185417e264093156b143a3751">pwdesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00442"></a><span class="lineno">  442</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00443"></a><span class="lineno">  443</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00444"></a><span class="lineno">  444</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00445"></a><span class="lineno">  445</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00446"></a><span class="lineno">  446</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_POINTWISE_PW_DESCRIPTOR Failed&quot;</span>);</div><div class="line"><a name="l00447"></a><span class="lineno">  447</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00448"></a><span class="lineno">  448</span>&#160;        }</div><div class="line"><a name="l00449"></a><span class="lineno">  449</span>&#160;</div><div class="line"><a name="l00450"></a><span class="lineno">  450</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00451"></a><span class="lineno">  451</span>&#160;                CUDNN_ATTR_OPERATION_POINTWISE_XDESC,</div><div class="line"><a name="l00452"></a><span class="lineno">  452</span>&#160;                CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00453"></a><span class="lineno">  453</span>&#160;                1,</div><div class="line"><a name="l00454"></a><span class="lineno">  454</span>&#160;                &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a01d1997ae84b86c0565351910bba3416">xdesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00455"></a><span class="lineno">  455</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00456"></a><span class="lineno">  456</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00457"></a><span class="lineno">  457</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00458"></a><span class="lineno">  458</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00459"></a><span class="lineno">  459</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_POINTWISE_XDESC Failed&quot;</span>);</div><div class="line"><a name="l00460"></a><span class="lineno">  460</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00461"></a><span class="lineno">  461</span>&#160;        }</div><div class="line"><a name="l00462"></a><span class="lineno">  462</span>&#160;</div><div class="line"><a name="l00463"></a><span class="lineno">  463</span>&#160;        <span class="keywordflow">if</span> (!m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ab8c4c8c81e8cebc44cb725f4a4b4add9">is_pointwise_activation_bwd_op</a>) {</div><div class="line"><a name="l00464"></a><span class="lineno">  464</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00465"></a><span class="lineno">  465</span>&#160;                    CUDNN_ATTR_OPERATION_POINTWISE_YDESC,</div><div class="line"><a name="l00466"></a><span class="lineno">  466</span>&#160;                    CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00467"></a><span class="lineno">  467</span>&#160;                    1,</div><div class="line"><a name="l00468"></a><span class="lineno">  468</span>&#160;                    &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a81e9b10c7231ba9ffba37f7fab531a69">ydesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00469"></a><span class="lineno">  469</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00470"></a><span class="lineno">  470</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00471"></a><span class="lineno">  471</span>&#160;                        &amp;m_operation,</div><div class="line"><a name="l00472"></a><span class="lineno">  472</span>&#160;                        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00473"></a><span class="lineno">  473</span>&#160;                        <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_POINTWISE_YDESC Failed&quot;</span>);</div><div class="line"><a name="l00474"></a><span class="lineno">  474</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00475"></a><span class="lineno">  475</span>&#160;            }</div><div class="line"><a name="l00476"></a><span class="lineno">  476</span>&#160;        } <span class="keywordflow">else</span> {</div><div class="line"><a name="l00477"></a><span class="lineno">  477</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00478"></a><span class="lineno">  478</span>&#160;                    CUDNN_ATTR_OPERATION_POINTWISE_DYDESC,</div><div class="line"><a name="l00479"></a><span class="lineno">  479</span>&#160;                    CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00480"></a><span class="lineno">  480</span>&#160;                    1,</div><div class="line"><a name="l00481"></a><span class="lineno">  481</span>&#160;                    &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#adf6b55205eac4c52c0ab70e4758e33da">dydesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00482"></a><span class="lineno">  482</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00483"></a><span class="lineno">  483</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00484"></a><span class="lineno">  484</span>&#160;                        &amp;m_operation,</div><div class="line"><a name="l00485"></a><span class="lineno">  485</span>&#160;                        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00486"></a><span class="lineno">  486</span>&#160;                        <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_POINTWISE_DYDESC Failed&quot;</span>);</div><div class="line"><a name="l00487"></a><span class="lineno">  487</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00488"></a><span class="lineno">  488</span>&#160;            }</div><div class="line"><a name="l00489"></a><span class="lineno">  489</span>&#160;</div><div class="line"><a name="l00490"></a><span class="lineno">  490</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00491"></a><span class="lineno">  491</span>&#160;                    CUDNN_ATTR_OPERATION_POINTWISE_DXDESC,</div><div class="line"><a name="l00492"></a><span class="lineno">  492</span>&#160;                    CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00493"></a><span class="lineno">  493</span>&#160;                    1,</div><div class="line"><a name="l00494"></a><span class="lineno">  494</span>&#160;                    &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4f30409838436d0c4dea5271af86f9b7">dxdesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00495"></a><span class="lineno">  495</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00496"></a><span class="lineno">  496</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00497"></a><span class="lineno">  497</span>&#160;                        &amp;m_operation,</div><div class="line"><a name="l00498"></a><span class="lineno">  498</span>&#160;                        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00499"></a><span class="lineno">  499</span>&#160;                        <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_POINTWISE_DXDESC Failed&quot;</span>);</div><div class="line"><a name="l00500"></a><span class="lineno">  500</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00501"></a><span class="lineno">  501</span>&#160;            }</div><div class="line"><a name="l00502"></a><span class="lineno">  502</span>&#160;        }</div><div class="line"><a name="l00503"></a><span class="lineno">  503</span>&#160;</div><div class="line"><a name="l00504"></a><span class="lineno">  504</span>&#160;        <span class="keywordtype">void</span> *alpha = (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">alphabetaType</a> == CUDNN_TYPE_FLOAT ? <span class="keyword">static_cast&lt;</span><span class="keywordtype">void</span> *<span class="keyword">&gt;</span>(&amp;m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4a71d73a1231c39e51a74f750586a733">alpha_s</a>)</div><div class="line"><a name="l00505"></a><span class="lineno">  505</span>&#160;                : static_cast&lt;void *&gt;(&amp;m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#aee00f6897786ce0f16963a7d2f57a2f8">alpha_d</a>));</div><div class="line"><a name="l00506"></a><span class="lineno">  506</span>&#160;        <span class="keywordtype">void</span> *alpha2 = (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">alphabetaType</a> == CUDNN_TYPE_FLOAT ? <span class="keyword">static_cast&lt;</span><span class="keywordtype">void</span> *<span class="keyword">&gt;</span>(&amp;m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4003061754cc4b0003a72cc474fca8d9">alpha2_s</a>)</div><div class="line"><a name="l00507"></a><span class="lineno">  507</span>&#160;                : static_cast&lt;void *&gt;(&amp;m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4f533db7bc67978d1ec1a475f4ab9e1c">alpha2_d</a>));</div><div class="line"><a name="l00508"></a><span class="lineno">  508</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00509"></a><span class="lineno">  509</span>&#160;                CUDNN_ATTR_OPERATION_POINTWISE_ALPHA1,</div><div class="line"><a name="l00510"></a><span class="lineno">  510</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">alphabetaType</a>,</div><div class="line"><a name="l00511"></a><span class="lineno">  511</span>&#160;                1,</div><div class="line"><a name="l00512"></a><span class="lineno">  512</span>&#160;                alpha);</div><div class="line"><a name="l00513"></a><span class="lineno">  513</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00514"></a><span class="lineno">  514</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00515"></a><span class="lineno">  515</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00516"></a><span class="lineno">  516</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00517"></a><span class="lineno">  517</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_POINTWISE_ALPHA1 Failed&quot;</span>);</div><div class="line"><a name="l00518"></a><span class="lineno">  518</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00519"></a><span class="lineno">  519</span>&#160;        }</div><div class="line"><a name="l00520"></a><span class="lineno">  520</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00521"></a><span class="lineno">  521</span>&#160;                CUDNN_ATTR_OPERATION_POINTWISE_ALPHA2,</div><div class="line"><a name="l00522"></a><span class="lineno">  522</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">alphabetaType</a>,</div><div class="line"><a name="l00523"></a><span class="lineno">  523</span>&#160;                1,</div><div class="line"><a name="l00524"></a><span class="lineno">  524</span>&#160;                alpha2);</div><div class="line"><a name="l00525"></a><span class="lineno">  525</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00526"></a><span class="lineno">  526</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00527"></a><span class="lineno">  527</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00528"></a><span class="lineno">  528</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00529"></a><span class="lineno">  529</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_POINTWISE_ALPHA2 Failed&quot;</span>);</div><div class="line"><a name="l00530"></a><span class="lineno">  530</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00531"></a><span class="lineno">  531</span>&#160;        }</div><div class="line"><a name="l00532"></a><span class="lineno">  532</span>&#160;</div><div class="line"><a name="l00533"></a><span class="lineno">  533</span>&#160;        <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a5c6b2986d2d703c672b5fc461f2eee05">pointwise_port_count</a> == 3 &amp;&amp; !m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ab8c4c8c81e8cebc44cb725f4a4b4add9">is_pointwise_activation_bwd_op</a>) {</div><div class="line"><a name="l00534"></a><span class="lineno">  534</span>&#160;            <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00535"></a><span class="lineno">  535</span>&#160;                    CUDNN_ATTR_OPERATION_POINTWISE_BDESC,</div><div class="line"><a name="l00536"></a><span class="lineno">  536</span>&#160;                    CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00537"></a><span class="lineno">  537</span>&#160;                    1,</div><div class="line"><a name="l00538"></a><span class="lineno">  538</span>&#160;                    &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a1305e0cdaeb029fd52eb189254afe18c">bdesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00539"></a><span class="lineno">  539</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00540"></a><span class="lineno">  540</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00541"></a><span class="lineno">  541</span>&#160;                        &amp;m_operation,</div><div class="line"><a name="l00542"></a><span class="lineno">  542</span>&#160;                        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00543"></a><span class="lineno">  543</span>&#160;                        <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_POINTWISE_BDESC Failed&quot;</span>);</div><div class="line"><a name="l00544"></a><span class="lineno">  544</span>&#160;                <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00545"></a><span class="lineno">  545</span>&#160;            }</div><div class="line"><a name="l00546"></a><span class="lineno">  546</span>&#160;        }</div><div class="line"><a name="l00547"></a><span class="lineno">  547</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendFinalize(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor());</div><div class="line"><a name="l00548"></a><span class="lineno">  548</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00549"></a><span class="lineno">  549</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(&amp;m_operation, <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>, <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: cudnnFinalize Failed&quot;</span>);</div><div class="line"><a name="l00550"></a><span class="lineno">  550</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00551"></a><span class="lineno">  551</span>&#160;        }</div><div class="line"><a name="l00552"></a><span class="lineno">  552</span>&#160;        <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00553"></a><span class="lineno">  553</span>&#160;    }</div><div class="line"><a name="l00554"></a><span class="lineno">  554</span>&#160;</div><div class="line"><a name="l00555"></a><span class="lineno">  555</span>&#160;    <a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html">Operation_v8</a> &amp;&amp; </div><div class="line"><a name="l00556"></a><span class="lineno"><a class="line" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#ab8fd5d1352ff6cb696d506aeb6fc1b7e">  556</a></span>&#160;    <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#ab8fd5d1352ff6cb696d506aeb6fc1b7e">build_conv_backward_data</a>() {</div><div class="line"><a name="l00557"></a><span class="lineno">  557</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;ConvBwdData&quot;</span>;</div><div class="line"><a name="l00558"></a><span class="lineno">  558</span>&#160;</div><div class="line"><a name="l00559"></a><span class="lineno">  559</span>&#160;        <span class="keyword">auto</span> <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = CUDNN_STATUS_SUCCESS;</div><div class="line"><a name="l00560"></a><span class="lineno">  560</span>&#160;</div><div class="line"><a name="l00561"></a><span class="lineno">  561</span>&#160;        <span class="keyword">auto</span> dxdesc_ = m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4f30409838436d0c4dea5271af86f9b7">dxdesc</a> != <span class="keyword">nullptr</span> ? m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4f30409838436d0c4dea5271af86f9b7">dxdesc</a> : m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a01d1997ae84b86c0565351910bba3416">xdesc</a>;</div><div class="line"><a name="l00562"></a><span class="lineno">  562</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>       = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00563"></a><span class="lineno">  563</span>&#160;                CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_DATA_DX,</div><div class="line"><a name="l00564"></a><span class="lineno">  564</span>&#160;                CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00565"></a><span class="lineno">  565</span>&#160;                1,</div><div class="line"><a name="l00566"></a><span class="lineno">  566</span>&#160;                &amp;(dxdesc_-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00567"></a><span class="lineno">  567</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00568"></a><span class="lineno">  568</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00569"></a><span class="lineno">  569</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00570"></a><span class="lineno">  570</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00571"></a><span class="lineno">  571</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_DATA_DX Failed&quot;</span>);</div><div class="line"><a name="l00572"></a><span class="lineno">  572</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00573"></a><span class="lineno">  573</span>&#160;        }</div><div class="line"><a name="l00574"></a><span class="lineno">  574</span>&#160;</div><div class="line"><a name="l00575"></a><span class="lineno">  575</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00576"></a><span class="lineno">  576</span>&#160;                CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_DATA_W,</div><div class="line"><a name="l00577"></a><span class="lineno">  577</span>&#160;                CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00578"></a><span class="lineno">  578</span>&#160;                1,</div><div class="line"><a name="l00579"></a><span class="lineno">  579</span>&#160;                &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ad26bd872d417f6a9bff65768bb02e05f">wdesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00580"></a><span class="lineno">  580</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00581"></a><span class="lineno">  581</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00582"></a><span class="lineno">  582</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00583"></a><span class="lineno">  583</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00584"></a><span class="lineno">  584</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_DATA_W Failed&quot;</span>);</div><div class="line"><a name="l00585"></a><span class="lineno">  585</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00586"></a><span class="lineno">  586</span>&#160;        }</div><div class="line"><a name="l00587"></a><span class="lineno">  587</span>&#160;</div><div class="line"><a name="l00588"></a><span class="lineno">  588</span>&#160;        <span class="keyword">auto</span> dydesc_ = m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#adf6b55205eac4c52c0ab70e4758e33da">dydesc</a> != <span class="keyword">nullptr</span> ? m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#adf6b55205eac4c52c0ab70e4758e33da">dydesc</a> : m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a81e9b10c7231ba9ffba37f7fab531a69">ydesc</a>;</div><div class="line"><a name="l00589"></a><span class="lineno">  589</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>       = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00590"></a><span class="lineno">  590</span>&#160;                CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_DATA_DY,</div><div class="line"><a name="l00591"></a><span class="lineno">  591</span>&#160;                CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00592"></a><span class="lineno">  592</span>&#160;                1,</div><div class="line"><a name="l00593"></a><span class="lineno">  593</span>&#160;                &amp;(dydesc_-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00594"></a><span class="lineno">  594</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00595"></a><span class="lineno">  595</span>&#160; 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           <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00613"></a><span class="lineno">  613</span>&#160;        }</div><div class="line"><a name="l00614"></a><span class="lineno">  614</span>&#160;</div><div class="line"><a name="l00615"></a><span class="lineno">  615</span>&#160;        <span class="keywordtype">void</span> *alpha = (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">alphabetaType</a> == CUDNN_TYPE_FLOAT ? <span class="keyword">static_cast&lt;</span><span class="keywordtype">void</span> *<span class="keyword">&gt;</span>(&amp;m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4a71d73a1231c39e51a74f750586a733">alpha_s</a>)</div><div class="line"><a name="l00616"></a><span class="lineno">  616</span>&#160;                : static_cast&lt;void *&gt;(&amp;m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#aee00f6897786ce0f16963a7d2f57a2f8">alpha_d</a>));</div><div class="line"><a name="l00617"></a><span class="lineno">  617</span>&#160; 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                   &amp;m_operation,</div><div class="line"><a name="l00627"></a><span class="lineno">  627</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00628"></a><span class="lineno">  628</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_DATA_ALPHA Failed&quot;</span>);</div><div class="line"><a name="l00629"></a><span class="lineno">  629</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00630"></a><span class="lineno">  630</span>&#160;        }</div><div class="line"><a name="l00631"></a><span class="lineno">  631</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00632"></a><span class="lineno">  632</span>&#160; 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                   &amp;m_operation,</div><div class="line"><a name="l00639"></a><span class="lineno">  639</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00640"></a><span class="lineno">  640</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_DATA_BETA Failed&quot;</span>);</div><div class="line"><a name="l00641"></a><span class="lineno">  641</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00642"></a><span class="lineno">  642</span>&#160;        }</div><div class="line"><a name="l00643"></a><span class="lineno">  643</span>&#160;</div><div class="line"><a name="l00644"></a><span class="lineno">  644</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendFinalize(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor());</div><div class="line"><a name="l00645"></a><span class="lineno">  645</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00646"></a><span class="lineno">  646</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(&amp;m_operation, <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>, <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: cudnnFinalize Failed&quot;</span>);</div><div class="line"><a name="l00647"></a><span class="lineno">  647</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00648"></a><span class="lineno">  648</span>&#160;        }</div><div class="line"><a name="l00649"></a><span class="lineno">  649</span>&#160;        <a class="code" href="../../df/de1/namespacecudnn__frontend.html#ac39691550c5659acffd2386354ed18c6">getLogger</a>() &lt;&lt; <span class="stringliteral">&quot;Extracting the feature vector&quot;</span> &lt;&lt; std::endl;</div><div class="line"><a name="l00650"></a><span class="lineno">  650</span>&#160;        extract_feature_vector(CUDNN_BACKEND_OPERATION_CONVOLUTION_BACKWARD_DATA_DESCRIPTOR);</div><div class="line"><a name="l00651"></a><span class="lineno">  651</span>&#160;        <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00652"></a><span class="lineno">  652</span>&#160;    }</div><div class="line"><a name="l00653"></a><span class="lineno">  653</span>&#160;</div><div class="line"><a name="l00654"></a><span class="lineno">  654</span>&#160;    <a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html">Operation_v8</a> &amp;&amp; </div><div class="line"><a name="l00655"></a><span class="lineno"><a class="line" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a0af3ff2c8ebeff83787ea0c3da857719">  655</a></span>&#160;    <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a0af3ff2c8ebeff83787ea0c3da857719">build_conv_backward_filter</a>() {</div><div class="line"><a name="l00656"></a><span class="lineno">  656</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;ConvBwdFilter&quot;</span>;</div><div class="line"><a name="l00657"></a><span class="lineno">  657</span>&#160;</div><div class="line"><a name="l00658"></a><span class="lineno">  658</span>&#160;        <span class="keyword">auto</span> <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = CUDNN_STATUS_SUCCESS;</div><div class="line"><a name="l00659"></a><span class="lineno">  659</span>&#160;</div><div class="line"><a name="l00660"></a><span class="lineno">  660</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00661"></a><span class="lineno">  661</span>&#160;                CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_FILTER_X,</div><div class="line"><a name="l00662"></a><span class="lineno">  662</span>&#160;                CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00663"></a><span class="lineno">  663</span>&#160;                1,</div><div class="line"><a name="l00664"></a><span class="lineno">  664</span>&#160;                &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a01d1997ae84b86c0565351910bba3416">xdesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00665"></a><span class="lineno">  665</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00666"></a><span class="lineno">  666</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00667"></a><span class="lineno">  667</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00668"></a><span class="lineno">  668</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00669"></a><span class="lineno">  669</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_FILTER_X Failed&quot;</span>);</div><div class="line"><a name="l00670"></a><span class="lineno">  670</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00671"></a><span class="lineno">  671</span>&#160;        }</div><div class="line"><a name="l00672"></a><span class="lineno">  672</span>&#160;</div><div class="line"><a name="l00673"></a><span class="lineno">  673</span>&#160;        <span class="keyword">auto</span> dwdesc_ = m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4f565db1b8b85ea43d60631cd3414f47">dwdesc</a> != <span class="keyword">nullptr</span> ? m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4f565db1b8b85ea43d60631cd3414f47">dwdesc</a> : m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ad26bd872d417f6a9bff65768bb02e05f">wdesc</a>;</div><div class="line"><a name="l00674"></a><span class="lineno">  674</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>       = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00675"></a><span class="lineno">  675</span>&#160;                CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_FILTER_DW,</div><div class="line"><a name="l00676"></a><span class="lineno">  676</span>&#160;                CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00677"></a><span class="lineno">  677</span>&#160;                1,</div><div class="line"><a name="l00678"></a><span class="lineno">  678</span>&#160;                &amp;(dwdesc_-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00679"></a><span class="lineno">  679</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00680"></a><span class="lineno">  680</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00681"></a><span class="lineno">  681</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00682"></a><span class="lineno">  682</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00683"></a><span class="lineno">  683</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_FILTER_DW Failed&quot;</span>);</div><div class="line"><a name="l00684"></a><span class="lineno">  684</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00685"></a><span class="lineno">  685</span>&#160;        }</div><div class="line"><a name="l00686"></a><span class="lineno">  686</span>&#160;</div><div class="line"><a name="l00687"></a><span class="lineno">  687</span>&#160;        <span class="keyword">auto</span> dydesc_ = m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#adf6b55205eac4c52c0ab70e4758e33da">dydesc</a> != <span class="keyword">nullptr</span> ? m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#adf6b55205eac4c52c0ab70e4758e33da">dydesc</a> : m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a81e9b10c7231ba9ffba37f7fab531a69">ydesc</a>;</div><div class="line"><a name="l00688"></a><span class="lineno">  688</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>       = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00689"></a><span class="lineno">  689</span>&#160;                CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_FILTER_DY,</div><div class="line"><a name="l00690"></a><span class="lineno">  690</span>&#160;                CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00691"></a><span class="lineno">  691</span>&#160;                1,</div><div class="line"><a name="l00692"></a><span class="lineno">  692</span>&#160;                &amp;(dydesc_-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00693"></a><span class="lineno">  693</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00694"></a><span class="lineno">  694</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00695"></a><span class="lineno">  695</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00696"></a><span class="lineno">  696</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00697"></a><span class="lineno">  697</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_FILTER_DY Failed&quot;</span>);</div><div class="line"><a name="l00698"></a><span class="lineno">  698</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00699"></a><span class="lineno">  699</span>&#160;        }</div><div class="line"><a name="l00700"></a><span class="lineno">  700</span>&#160;</div><div class="line"><a name="l00701"></a><span class="lineno">  701</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00702"></a><span class="lineno">  702</span>&#160; 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       <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00718"></a><span class="lineno">  718</span>&#160;                CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_FILTER_ALPHA,</div><div class="line"><a name="l00719"></a><span class="lineno">  719</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">alphabetaType</a>,</div><div class="line"><a name="l00720"></a><span class="lineno">  720</span>&#160;                1,</div><div class="line"><a name="l00721"></a><span class="lineno">  721</span>&#160;                alpha);</div><div class="line"><a name="l00722"></a><span class="lineno">  722</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00723"></a><span class="lineno">  723</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00724"></a><span class="lineno">  724</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00725"></a><span class="lineno">  725</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00726"></a><span class="lineno">  726</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_FILTER_ALPHA Failed&quot;</span>);</div><div class="line"><a name="l00727"></a><span class="lineno">  727</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00728"></a><span class="lineno">  728</span>&#160;        }</div><div class="line"><a name="l00729"></a><span class="lineno">  729</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00730"></a><span class="lineno">  730</span>&#160;                CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_FILTER_BETA,</div><div class="line"><a name="l00731"></a><span class="lineno">  731</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">alphabetaType</a>,</div><div class="line"><a name="l00732"></a><span class="lineno">  732</span>&#160;                1,</div><div class="line"><a name="l00733"></a><span class="lineno">  733</span>&#160;                beta);</div><div class="line"><a name="l00734"></a><span class="lineno">  734</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00735"></a><span class="lineno">  735</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00736"></a><span class="lineno">  736</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00737"></a><span class="lineno">  737</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00738"></a><span class="lineno">  738</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_CONVOLUTION_BWD_FILTER_BETA Failed&quot;</span>);</div><div class="line"><a name="l00739"></a><span class="lineno">  739</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00740"></a><span class="lineno">  740</span>&#160;        }</div><div class="line"><a name="l00741"></a><span class="lineno">  741</span>&#160;</div><div class="line"><a name="l00742"></a><span class="lineno">  742</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendFinalize(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor());</div><div class="line"><a name="l00743"></a><span class="lineno">  743</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00744"></a><span class="lineno">  744</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(&amp;m_operation, <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>, <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: cudnnFinalize Failed&quot;</span>);</div><div class="line"><a name="l00745"></a><span class="lineno">  745</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00746"></a><span class="lineno">  746</span>&#160;        }</div><div class="line"><a name="l00747"></a><span class="lineno">  747</span>&#160;        <a class="code" href="../../df/de1/namespacecudnn__frontend.html#ac39691550c5659acffd2386354ed18c6">getLogger</a>() &lt;&lt; <span class="stringliteral">&quot;Extracting the feature vector&quot;</span> &lt;&lt; std::endl;</div><div class="line"><a name="l00748"></a><span class="lineno">  748</span>&#160;        extract_feature_vector(CUDNN_BACKEND_OPERATION_CONVOLUTION_BACKWARD_FILTER_DESCRIPTOR);</div><div class="line"><a name="l00749"></a><span class="lineno">  749</span>&#160;        <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00750"></a><span class="lineno">  750</span>&#160;    }</div><div class="line"><a name="l00751"></a><span class="lineno">  751</span>&#160;</div><div class="line"><a name="l00752"></a><span class="lineno">  752</span>&#160;    <a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html">Operation_v8</a> &amp;&amp; </div><div class="line"><a name="l00753"></a><span class="lineno"><a class="line" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#ad53afe4cef488fb62bcdf1af8bf2bb0f">  753</a></span>&#160;    <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#ad53afe4cef488fb62bcdf1af8bf2bb0f">build_conv_forward</a>() {</div><div class="line"><a name="l00754"></a><span class="lineno">  754</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">operationTag</a> = <span class="stringliteral">&quot;ConvFwd&quot;</span>;</div><div class="line"><a name="l00755"></a><span class="lineno">  755</span>&#160;</div><div class="line"><a name="l00756"></a><span class="lineno">  756</span>&#160;        <span class="keyword">auto</span> <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = CUDNN_STATUS_SUCCESS;</div><div class="line"><a name="l00757"></a><span class="lineno">  757</span>&#160;</div><div class="line"><a name="l00758"></a><span class="lineno">  758</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00759"></a><span class="lineno">  759</span>&#160;                CUDNN_ATTR_OPERATION_CONVOLUTION_FORWARD_X,</div><div class="line"><a name="l00760"></a><span class="lineno">  760</span>&#160;                CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00761"></a><span class="lineno">  761</span>&#160;                1,</div><div class="line"><a name="l00762"></a><span class="lineno">  762</span>&#160;                &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a01d1997ae84b86c0565351910bba3416">xdesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00763"></a><span class="lineno">  763</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00764"></a><span class="lineno">  764</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00765"></a><span class="lineno">  765</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00766"></a><span class="lineno">  766</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00767"></a><span class="lineno">  767</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_CONVOLUTION_FORWARD_X Failed&quot;</span>);</div><div class="line"><a name="l00768"></a><span class="lineno">  768</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00769"></a><span class="lineno">  769</span>&#160;        }</div><div class="line"><a name="l00770"></a><span class="lineno">  770</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00771"></a><span class="lineno">  771</span>&#160;                CUDNN_ATTR_OPERATION_CONVOLUTION_FORWARD_W,</div><div class="line"><a name="l00772"></a><span class="lineno">  772</span>&#160;                CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00773"></a><span class="lineno">  773</span>&#160;                1,</div><div class="line"><a name="l00774"></a><span class="lineno">  774</span>&#160;                &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ad26bd872d417f6a9bff65768bb02e05f">wdesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00775"></a><span class="lineno">  775</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00776"></a><span class="lineno">  776</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00777"></a><span class="lineno">  777</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00778"></a><span class="lineno">  778</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00779"></a><span class="lineno">  779</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_CONVOLUTION_FORWARD_W Failed&quot;</span>);</div><div class="line"><a name="l00780"></a><span class="lineno">  780</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00781"></a><span class="lineno">  781</span>&#160;        }</div><div class="line"><a name="l00782"></a><span class="lineno">  782</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00783"></a><span class="lineno">  783</span>&#160;                CUDNN_ATTR_OPERATION_CONVOLUTION_FORWARD_Y,</div><div class="line"><a name="l00784"></a><span class="lineno">  784</span>&#160;                CUDNN_TYPE_BACKEND_DESCRIPTOR,</div><div class="line"><a name="l00785"></a><span class="lineno">  785</span>&#160;                1,</div><div class="line"><a name="l00786"></a><span class="lineno">  786</span>&#160;                &amp;(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a81e9b10c7231ba9ffba37f7fab531a69">ydesc</a>-&gt;get_backend_descriptor()));</div><div class="line"><a name="l00787"></a><span class="lineno">  787</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00788"></a><span class="lineno">  788</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00789"></a><span class="lineno">  789</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00790"></a><span class="lineno">  790</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00791"></a><span class="lineno">  791</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_CONVOLUTION_FORWARD_Y Failed&quot;</span>);</div><div class="line"><a name="l00792"></a><span class="lineno">  792</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00793"></a><span class="lineno">  793</span>&#160;        }</div><div class="line"><a name="l00794"></a><span class="lineno">  794</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00795"></a><span class="lineno">  795</span>&#160; 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                   &amp;m_operation,</div><div class="line"><a name="l00802"></a><span class="lineno">  802</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00803"></a><span class="lineno">  803</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_CONVOLUTION_FORWARD_CONV_DESC Failed&quot;</span>);</div><div class="line"><a name="l00804"></a><span class="lineno">  804</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00805"></a><span class="lineno">  805</span>&#160;        }</div><div class="line"><a name="l00806"></a><span class="lineno">  806</span>&#160;        <span class="keywordtype">void</span> *alpha = (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">alphabetaType</a> == CUDNN_TYPE_FLOAT ? <span class="keyword">static_cast&lt;</span><span class="keywordtype">void</span> *<span class="keyword">&gt;</span>(&amp;m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4a71d73a1231c39e51a74f750586a733">alpha_s</a>)</div><div class="line"><a name="l00807"></a><span class="lineno">  807</span>&#160; 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       <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00811"></a><span class="lineno">  811</span>&#160;                CUDNN_ATTR_OPERATION_CONVOLUTION_FORWARD_ALPHA,</div><div class="line"><a name="l00812"></a><span class="lineno">  812</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">alphabetaType</a>,</div><div class="line"><a name="l00813"></a><span class="lineno">  813</span>&#160;                1,</div><div class="line"><a name="l00814"></a><span class="lineno">  814</span>&#160;                alpha);</div><div class="line"><a name="l00815"></a><span class="lineno">  815</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00816"></a><span class="lineno">  816</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00817"></a><span class="lineno">  817</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00818"></a><span class="lineno">  818</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00819"></a><span class="lineno">  819</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_CONVOLUTION_FORWARD_ALPHA Failed&quot;</span>);</div><div class="line"><a name="l00820"></a><span class="lineno">  820</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00821"></a><span class="lineno">  821</span>&#160;        }</div><div class="line"><a name="l00822"></a><span class="lineno">  822</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00823"></a><span class="lineno">  823</span>&#160;                CUDNN_ATTR_OPERATION_CONVOLUTION_FORWARD_BETA,</div><div class="line"><a name="l00824"></a><span class="lineno">  824</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">alphabetaType</a>,</div><div class="line"><a name="l00825"></a><span class="lineno">  825</span>&#160;                1,</div><div class="line"><a name="l00826"></a><span class="lineno">  826</span>&#160;                beta);</div><div class="line"><a name="l00827"></a><span class="lineno">  827</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00828"></a><span class="lineno">  828</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00829"></a><span class="lineno">  829</span>&#160;                    &amp;m_operation,</div><div class="line"><a name="l00830"></a><span class="lineno">  830</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00831"></a><span class="lineno">  831</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: SetAttribute CUDNN_ATTR_OPERATION_CONVOLUTION_FORWARD_BETA Failed&quot;</span>);</div><div class="line"><a name="l00832"></a><span class="lineno">  832</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00833"></a><span class="lineno">  833</span>&#160;        }</div><div class="line"><a name="l00834"></a><span class="lineno">  834</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendFinalize(m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">pointer</a>-&gt;get_backend_descriptor());</div><div class="line"><a name="l00835"></a><span class="lineno">  835</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00836"></a><span class="lineno">  836</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(&amp;m_operation, <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>, <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: cudnnFinalize Failed&quot;</span>);</div><div class="line"><a name="l00837"></a><span class="lineno">  837</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00838"></a><span class="lineno">  838</span>&#160;        }</div><div class="line"><a name="l00839"></a><span class="lineno">  839</span>&#160;</div><div class="line"><a name="l00840"></a><span class="lineno">  840</span>&#160;        <a class="code" href="../../df/de1/namespacecudnn__frontend.html#ac39691550c5659acffd2386354ed18c6">getLogger</a>() &lt;&lt; <span class="stringliteral">&quot;Extracting the feature vector&quot;</span> &lt;&lt; std::endl;</div><div class="line"><a name="l00841"></a><span class="lineno">  841</span>&#160;        extract_feature_vector(CUDNN_BACKEND_OPERATION_CONVOLUTION_FORWARD_DESCRIPTOR);</div><div class="line"><a name="l00842"></a><span class="lineno">  842</span>&#160;        <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l00843"></a><span class="lineno">  843</span>&#160;    }</div><div class="line"><a name="l00844"></a><span class="lineno">  844</span>&#160;</div><div class="line"><a name="l00845"></a><span class="lineno"><a class="line" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a01b4508c041a39a4717139d94c425d3a">  845</a></span>&#160;    <span class="keywordtype">void</span> <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a01b4508c041a39a4717139d94c425d3a">extract_feature_vector</a>(cudnnBackendDescriptorType_t op_type) {</div><div class="line"><a name="l00847"></a><span class="lineno">  847</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a3cc97ff55ff04eae1fc40e38cbf0fc36">feature_vector</a>.reserve(50);</div><div class="line"><a name="l00848"></a><span class="lineno">  848</span>&#160;        </div><div class="line"><a name="l00849"></a><span class="lineno">  849</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a3cc97ff55ff04eae1fc40e38cbf0fc36">feature_vector</a>.push_back(op_type);</div><div class="line"><a name="l00850"></a><span class="lineno">  850</span>&#160;        <span class="keywordflow">for</span> (<span class="keyword">auto</span> i = 0; i &lt; tensor_dims; i++) {</div><div class="line"><a name="l00851"></a><span class="lineno">  851</span>&#160;            m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a3cc97ff55ff04eae1fc40e38cbf0fc36">feature_vector</a>.push_back(xTensor_dimA[i]); <span class="comment">// n, c, (g), d, h , w </span></div><div class="line"><a name="l00852"></a><span class="lineno">  852</span>&#160;        }</div><div class="line"><a name="l00853"></a><span class="lineno">  853</span>&#160;        <span class="keywordflow">for</span> (<span class="keyword">auto</span> i = 0; i &lt; tensor_dims; i++) {</div><div class="line"><a name="l00854"></a><span class="lineno">  854</span>&#160;            m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a3cc97ff55ff04eae1fc40e38cbf0fc36">feature_vector</a>.push_back(wTensor_dimA[i]); <span class="comment">// n, c, (g), d, h , w </span></div><div class="line"><a name="l00855"></a><span class="lineno">  855</span>&#160;        }</div><div class="line"><a name="l00856"></a><span class="lineno">  856</span>&#160;        <span class="keywordflow">for</span> (<span class="keyword">auto</span> i = 0; i &lt; tensor_dims; i++) {</div><div class="line"><a name="l00857"></a><span class="lineno">  857</span>&#160;            m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a3cc97ff55ff04eae1fc40e38cbf0fc36">feature_vector</a>.push_back(yTensor_dimA[i]); <span class="comment">// n, c, (g), d, h , w </span></div><div class="line"><a name="l00858"></a><span class="lineno">  858</span>&#160;        }</div><div class="line"><a name="l00859"></a><span class="lineno">  859</span>&#160;        <span class="keyword">const</span> <span class="keywordtype">int</span> max_spatial_dim = 3;</div><div class="line"><a name="l00860"></a><span class="lineno">  860</span>&#160;</div><div class="line"><a name="l00862"></a><span class="lineno">  862</span>&#160;        <span class="keywordflow">for</span> (<span class="keyword">auto</span> i = 0; i &lt; max_spatial_dim; i++) {</div><div class="line"><a name="l00863"></a><span class="lineno">  863</span>&#160;            <span class="keywordflow">if</span> (i == 0 &amp;&amp; is2D) {</div><div class="line"><a name="l00864"></a><span class="lineno">  864</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a3cc97ff55ff04eae1fc40e38cbf0fc36">feature_vector</a>.push_back(0);</div><div class="line"><a name="l00865"></a><span class="lineno">  865</span>&#160;            } <span class="keywordflow">else</span> {</div><div class="line"><a name="l00866"></a><span class="lineno">  866</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a3cc97ff55ff04eae1fc40e38cbf0fc36">feature_vector</a>.push_back(conv_padding[i]);</div><div class="line"><a name="l00867"></a><span class="lineno">  867</span>&#160;            }</div><div class="line"><a name="l00868"></a><span class="lineno">  868</span>&#160;        }</div><div class="line"><a name="l00870"></a><span class="lineno">  870</span>&#160;        <span class="keywordflow">for</span> (<span class="keyword">auto</span> i = 0; i &lt; max_spatial_dim; i++) {</div><div class="line"><a name="l00871"></a><span class="lineno">  871</span>&#160;            <span class="keywordflow">if</span> (i == 0 &amp;&amp; is2D) {</div><div class="line"><a name="l00872"></a><span class="lineno">  872</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a3cc97ff55ff04eae1fc40e38cbf0fc36">feature_vector</a>.push_back(0);</div><div class="line"><a name="l00873"></a><span class="lineno">  873</span>&#160;            } <span class="keywordflow">else</span> {</div><div class="line"><a name="l00874"></a><span class="lineno">  874</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a3cc97ff55ff04eae1fc40e38cbf0fc36">feature_vector</a>.push_back(conv_dilation[i]);</div><div class="line"><a name="l00875"></a><span class="lineno">  875</span>&#160;            }</div><div class="line"><a name="l00876"></a><span class="lineno">  876</span>&#160;        }</div><div class="line"><a name="l00878"></a><span class="lineno">  878</span>&#160;        <span class="keywordflow">for</span> (<span class="keyword">auto</span> i = 0; i &lt; max_spatial_dim; i++) {</div><div class="line"><a name="l00879"></a><span class="lineno">  879</span>&#160;            <span class="keywordflow">if</span> (i == 0 &amp;&amp; is2D) {</div><div class="line"><a name="l00880"></a><span class="lineno">  880</span>&#160;                m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a3cc97ff55ff04eae1fc40e38cbf0fc36">feature_vector</a>.push_back(0);</div><div class="line"><a name="l00881"></a><span class="lineno">  881</span>&#160; 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       m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a3cc97ff55ff04eae1fc40e38cbf0fc36">feature_vector</a>.push_back(yType);</div><div class="line"><a name="l00889"></a><span class="lineno">  889</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a3cc97ff55ff04eae1fc40e38cbf0fc36">feature_vector</a>.push_back(cType);</div><div class="line"><a name="l00890"></a><span class="lineno">  890</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a3cc97ff55ff04eae1fc40e38cbf0fc36">feature_vector</a>.push_back(mode);</div><div class="line"><a name="l00891"></a><span class="lineno">  891</span>&#160;</div><div class="line"><a name="l00892"></a><span class="lineno">  892</span>&#160;        <span class="keywordflow">for</span> (<span class="keyword">auto</span> i = 0; i &lt; tensor_dims; i++) {</div><div class="line"><a name="l00893"></a><span class="lineno">  893</span>&#160;            m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a3cc97ff55ff04eae1fc40e38cbf0fc36">feature_vector</a>.push_back(xTensor_strA[i]); <span class="comment">// n, c, (g), d, h , w </span></div><div class="line"><a name="l00894"></a><span class="lineno">  894</span>&#160;        }</div><div class="line"><a name="l00895"></a><span class="lineno">  895</span>&#160;        <span class="keywordflow">for</span> (<span class="keyword">auto</span> i = 0; i &lt; tensor_dims; i++) {</div><div class="line"><a name="l00896"></a><span class="lineno">  896</span>&#160;            m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a3cc97ff55ff04eae1fc40e38cbf0fc36">feature_vector</a>.push_back(wTensor_strA[i]); <span class="comment">// n, c, (g), d, h , w </span></div><div class="line"><a name="l00897"></a><span class="lineno">  897</span>&#160;        }</div><div class="line"><a name="l00898"></a><span class="lineno">  898</span>&#160; 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   <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a1b566faa0f0b70a9fbe7c5f74c151f25">validate_matmul_op</a>(<a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a0b100ee8ba5dadf7e70d7cce6ee0d15b">Message_t</a> &amp;msg) {</div><div class="line"><a name="l00905"></a><span class="lineno">  905</span>&#160;        <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ac4b85cbb9ba522c98eb524a7712721af">matmuldesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00906"></a><span class="lineno">  906</span>&#160;            msg = <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_MATMUL_DESC&quot;</span>;</div><div class="line"><a name="l00907"></a><span class="lineno">  907</span>&#160;            <span class="keywordflow">return</span> CUDNN_STATUS_BAD_PARAM;</div><div class="line"><a name="l00908"></a><span class="lineno">  908</span>&#160;        }</div><div class="line"><a name="l00909"></a><span class="lineno">  909</span>&#160;        <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ae0e0256b292acd560accc1c02a6e393b">amatdesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00910"></a><span class="lineno">  910</span>&#160;            msg = <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_MATMUL_ADESC&quot;</span>;</div><div class="line"><a name="l00911"></a><span class="lineno">  911</span>&#160;            <span class="keywordflow">return</span> CUDNN_STATUS_BAD_PARAM;</div><div class="line"><a name="l00912"></a><span class="lineno">  912</span>&#160;        }</div><div class="line"><a name="l00913"></a><span class="lineno">  913</span>&#160;        <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0945c6296efc14ffc41122aaae3946b8">bmatdesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00914"></a><span class="lineno">  914</span>&#160;            msg = <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_MATMUL_BDESC&quot;</span>;</div><div class="line"><a name="l00915"></a><span class="lineno">  915</span>&#160;            <span class="keywordflow">return</span> CUDNN_STATUS_BAD_PARAM;</div><div class="line"><a name="l00916"></a><span class="lineno">  916</span>&#160;        }</div><div class="line"><a name="l00917"></a><span class="lineno">  917</span>&#160;        <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#adea4f5ef82e61fc375fd2c3ee8e92147">cmatdesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00918"></a><span class="lineno">  918</span>&#160;            msg = <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_MATMUL_CDESC&quot;</span>;</div><div class="line"><a name="l00919"></a><span class="lineno">  919</span>&#160;            <span class="keywordflow">return</span> CUDNN_STATUS_BAD_PARAM;</div><div class="line"><a name="l00920"></a><span class="lineno">  920</span>&#160;        }</div><div class="line"><a name="l00921"></a><span class="lineno">  921</span>&#160;        <span class="keywordflow">return</span> CUDNN_STATUS_SUCCESS;</div><div class="line"><a name="l00922"></a><span class="lineno">  922</span>&#160;    }</div><div class="line"><a name="l00923"></a><span class="lineno">  923</span>&#160;</div><div class="line"><a name="l00924"></a><span class="lineno">  924</span>&#160;    cudnnStatus_t</div><div class="line"><a name="l00925"></a><span class="lineno"><a class="line" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a99071f9bf53653aab95a578256cb3713">  925</a></span>&#160;    <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a99071f9bf53653aab95a578256cb3713">validate_reduction_op</a>(<a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a0b100ee8ba5dadf7e70d7cce6ee0d15b">Message_t</a> &amp;msg) {</div><div class="line"><a name="l00926"></a><span class="lineno">  926</span>&#160;        <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a99735bf6f673f0e3346e9be611125e2f">reductiondesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00927"></a><span class="lineno">  927</span>&#160;            msg = <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_REDUCTION_DESC&quot;</span>;</div><div class="line"><a name="l00928"></a><span class="lineno">  928</span>&#160;            <span class="keywordflow">return</span> CUDNN_STATUS_BAD_PARAM;</div><div class="line"><a name="l00929"></a><span class="lineno">  929</span>&#160;        }</div><div class="line"><a name="l00930"></a><span class="lineno">  930</span>&#160;        <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a01d1997ae84b86c0565351910bba3416">xdesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00931"></a><span class="lineno">  931</span>&#160;            msg = <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_REDUCTION_XDESC&quot;</span>;</div><div class="line"><a name="l00932"></a><span class="lineno">  932</span>&#160;            <span class="keywordflow">return</span> CUDNN_STATUS_BAD_PARAM;</div><div class="line"><a name="l00933"></a><span class="lineno">  933</span>&#160;        }</div><div class="line"><a name="l00934"></a><span class="lineno">  934</span>&#160;        <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a81e9b10c7231ba9ffba37f7fab531a69">ydesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00935"></a><span class="lineno">  935</span>&#160;            msg = <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_REDUCTION_YDESC&quot;</span>;</div><div class="line"><a name="l00936"></a><span class="lineno">  936</span>&#160;            <span class="keywordflow">return</span> CUDNN_STATUS_BAD_PARAM;</div><div class="line"><a name="l00937"></a><span class="lineno">  937</span>&#160;        }</div><div class="line"><a name="l00938"></a><span class="lineno">  938</span>&#160;        <span class="keywordflow">return</span> CUDNN_STATUS_SUCCESS;</div><div class="line"><a name="l00939"></a><span class="lineno">  939</span>&#160;    }</div><div class="line"><a name="l00940"></a><span class="lineno">  940</span>&#160;</div><div class="line"><a name="l00941"></a><span class="lineno">  941</span>&#160;    cudnnStatus_t</div><div class="line"><a name="l00942"></a><span class="lineno"><a class="line" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#aa024b6247fd5ea4ef325e75337de3d0c">  942</a></span>&#160;    <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#aa024b6247fd5ea4ef325e75337de3d0c">validate_pointwise_op</a>(<a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a0b100ee8ba5dadf7e70d7cce6ee0d15b">Message_t</a> &amp;msg) {</div><div class="line"><a name="l00943"></a><span class="lineno">  943</span>&#160;        <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a01d1997ae84b86c0565351910bba3416">xdesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00944"></a><span class="lineno">  944</span>&#160;            msg = <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_POINTWISE_XDESC&quot;</span>;</div><div class="line"><a name="l00945"></a><span class="lineno">  945</span>&#160;            <span class="keywordflow">return</span> CUDNN_STATUS_BAD_PARAM;</div><div class="line"><a name="l00946"></a><span class="lineno">  946</span>&#160;        }</div><div class="line"><a name="l00947"></a><span class="lineno">  947</span>&#160;        <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a2e1e0fb15b7df300945cae2347db635a">is_pointwise_math_op</a>) {</div><div class="line"><a name="l00948"></a><span class="lineno">  948</span>&#160;            <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a5c6b2986d2d703c672b5fc461f2eee05">pointwise_port_count</a> == 3 &amp;&amp; m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a1305e0cdaeb029fd52eb189254afe18c">bdesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00949"></a><span class="lineno">  949</span>&#160;                msg = <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_POINTWISE_BDESC&quot;</span>;</div><div class="line"><a name="l00950"></a><span class="lineno">  950</span>&#160;                <span class="keywordflow">return</span> CUDNN_STATUS_BAD_PARAM;</div><div class="line"><a name="l00951"></a><span class="lineno">  951</span>&#160;            }</div><div class="line"><a name="l00952"></a><span class="lineno">  952</span>&#160;            <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a81e9b10c7231ba9ffba37f7fab531a69">ydesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00953"></a><span class="lineno">  953</span>&#160;                msg = <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_POINTWISE_YDESC&quot;</span>;</div><div class="line"><a name="l00954"></a><span class="lineno">  954</span>&#160;                <span class="keywordflow">return</span> CUDNN_STATUS_BAD_PARAM;</div><div class="line"><a name="l00955"></a><span class="lineno">  955</span>&#160;            }</div><div class="line"><a name="l00956"></a><span class="lineno">  956</span>&#160;        } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a12d0d0fa40152f5205570f40e681795f">is_pointwise_activation_fwd_op</a>) {</div><div class="line"><a name="l00957"></a><span class="lineno">  957</span>&#160;            <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a81e9b10c7231ba9ffba37f7fab531a69">ydesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00958"></a><span class="lineno">  958</span>&#160;                msg = <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_POINTWISE_YDESC&quot;</span>;</div><div class="line"><a name="l00959"></a><span class="lineno">  959</span>&#160;                <span class="keywordflow">return</span> CUDNN_STATUS_BAD_PARAM;</div><div class="line"><a name="l00960"></a><span class="lineno">  960</span>&#160;            }</div><div class="line"><a name="l00961"></a><span class="lineno">  961</span>&#160;        } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ab8c4c8c81e8cebc44cb725f4a4b4add9">is_pointwise_activation_bwd_op</a>) {</div><div class="line"><a name="l00962"></a><span class="lineno">  962</span>&#160;            <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#adf6b55205eac4c52c0ab70e4758e33da">dydesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00963"></a><span class="lineno">  963</span>&#160;                msg = <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_POINTWISE_DYDESC&quot;</span>;</div><div class="line"><a name="l00964"></a><span class="lineno">  964</span>&#160;                <span class="keywordflow">return</span> CUDNN_STATUS_BAD_PARAM;</div><div class="line"><a name="l00965"></a><span class="lineno">  965</span>&#160;            }</div><div class="line"><a name="l00966"></a><span class="lineno">  966</span>&#160;            <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4f30409838436d0c4dea5271af86f9b7">dxdesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00967"></a><span class="lineno">  967</span>&#160;                msg = <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_POINTWISE_DXDESC&quot;</span>;</div><div class="line"><a name="l00968"></a><span class="lineno">  968</span>&#160;                <span class="keywordflow">return</span> CUDNN_STATUS_BAD_PARAM;</div><div class="line"><a name="l00969"></a><span class="lineno">  969</span>&#160;            }</div><div class="line"><a name="l00970"></a><span class="lineno">  970</span>&#160;        } <span class="keywordflow">else</span> {</div><div class="line"><a name="l00971"></a><span class="lineno">  971</span>&#160;            msg = <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Unsupported cudnn pointwise mode. Check and set CUDNN_POINTWISE_*&quot;</span>;</div><div class="line"><a name="l00972"></a><span class="lineno">  972</span>&#160;            <span class="keywordflow">return</span> CUDNN_STATUS_BAD_PARAM;</div><div class="line"><a name="l00973"></a><span class="lineno">  973</span>&#160;        }</div><div class="line"><a name="l00974"></a><span class="lineno">  974</span>&#160;        <span class="keywordflow">return</span> CUDNN_STATUS_SUCCESS;</div><div class="line"><a name="l00975"></a><span class="lineno">  975</span>&#160;    }</div><div class="line"><a name="l00976"></a><span class="lineno">  976</span>&#160;</div><div class="line"><a name="l00977"></a><span class="lineno">  977</span>&#160;    cudnnStatus_t </div><div class="line"><a name="l00978"></a><span class="lineno"><a class="line" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a524a05ceac451c145adf786cbee55105">  978</a></span>&#160;    <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a524a05ceac451c145adf786cbee55105">validate_convolution_op</a>(<a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a0b100ee8ba5dadf7e70d7cce6ee0d15b">Message_t</a> &amp;msg) {</div><div class="line"><a name="l00979"></a><span class="lineno">  979</span>&#160;        <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a19856fbb973574342efedc43134af3a7">cdesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00980"></a><span class="lineno">  980</span>&#160;            msg = <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_CONVOLUTION_*_CONV_DESC&quot;</span>;</div><div class="line"><a name="l00981"></a><span class="lineno">  981</span>&#160;            <span class="keywordflow">return</span> CUDNN_STATUS_BAD_PARAM;</div><div class="line"><a name="l00982"></a><span class="lineno">  982</span>&#160;        }</div><div class="line"><a name="l00983"></a><span class="lineno">  983</span>&#160;        <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">op_mode</a> == CUDNN_BACKEND_OPERATION_CONVOLUTION_FORWARD_DESCRIPTOR) {</div><div class="line"><a name="l00984"></a><span class="lineno">  984</span>&#160;            <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a01d1997ae84b86c0565351910bba3416">xdesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00985"></a><span class="lineno">  985</span>&#160;                msg = <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_CONVOLUTION_*_X&quot;</span>;</div><div class="line"><a name="l00986"></a><span class="lineno">  986</span>&#160;                <span class="keywordflow">return</span> CUDNN_STATUS_BAD_PARAM;</div><div class="line"><a name="l00987"></a><span class="lineno">  987</span>&#160;            }</div><div class="line"><a name="l00988"></a><span class="lineno">  988</span>&#160;            <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ad26bd872d417f6a9bff65768bb02e05f">wdesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00989"></a><span class="lineno">  989</span>&#160;                msg = <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_CONVOLUTION_*_W&quot;</span>;</div><div class="line"><a name="l00990"></a><span class="lineno">  990</span>&#160;                <span class="keywordflow">return</span> CUDNN_STATUS_BAD_PARAM;</div><div class="line"><a name="l00991"></a><span class="lineno">  991</span>&#160;            }</div><div class="line"><a name="l00992"></a><span class="lineno">  992</span>&#160;            <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a81e9b10c7231ba9ffba37f7fab531a69">ydesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00993"></a><span class="lineno">  993</span>&#160;                msg = <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_CONVOLUTION_*_Y&quot;</span>;</div><div class="line"><a name="l00994"></a><span class="lineno">  994</span>&#160; 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               msg = <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Ambiguous specification. Choose and Set only one of setyDesc() or setdyDesc()&quot;</span>;</div><div class="line"><a name="l01000"></a><span class="lineno"> 1000</span>&#160;                <span class="keywordflow">return</span> CUDNN_STATUS_BAD_PARAM;</div><div class="line"><a name="l01001"></a><span class="lineno"> 1001</span>&#160;            }</div><div class="line"><a name="l01002"></a><span class="lineno"> 1002</span>&#160;            <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a81e9b10c7231ba9ffba37f7fab531a69">ydesc</a> == <span class="keyword">nullptr</span> &amp;&amp; m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#adf6b55205eac4c52c0ab70e4758e33da">dydesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l01003"></a><span class="lineno"> 1003</span>&#160;                msg = <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Choose and Set one of setyDesc() or setdyDesc()&quot;</span>;</div><div class="line"><a name="l01004"></a><span class="lineno"> 1004</span>&#160;                <span class="keywordflow">return</span> CUDNN_STATUS_BAD_PARAM;</div><div class="line"><a name="l01005"></a><span class="lineno"> 1005</span>&#160;            }</div><div class="line"><a name="l01006"></a><span class="lineno"> 1006</span>&#160;            <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a01d1997ae84b86c0565351910bba3416">xdesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l01007"></a><span class="lineno"> 1007</span>&#160;                msg = <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_CONVOLUTION_*_X&quot;</span>;</div><div class="line"><a name="l01008"></a><span class="lineno"> 1008</span>&#160;                <span class="keywordflow">return</span> CUDNN_STATUS_BAD_PARAM;</div><div class="line"><a name="l01009"></a><span class="lineno"> 1009</span>&#160;            }</div><div class="line"><a name="l01010"></a><span class="lineno"> 1010</span>&#160;            <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ad26bd872d417f6a9bff65768bb02e05f">wdesc</a> != <span class="keyword">nullptr</span> &amp;&amp; m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4f565db1b8b85ea43d60631cd3414f47">dwdesc</a> != <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l01011"></a><span class="lineno"> 1011</span>&#160;                msg = <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Ambiguous specification. Choose and Set only one of setwDesc() or setdwDesc()&quot;</span>;</div><div class="line"><a name="l01012"></a><span class="lineno"> 1012</span>&#160;                <span class="keywordflow">return</span> CUDNN_STATUS_BAD_PARAM;</div><div class="line"><a name="l01013"></a><span class="lineno"> 1013</span>&#160;            }</div><div class="line"><a name="l01014"></a><span class="lineno"> 1014</span>&#160;            <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ad26bd872d417f6a9bff65768bb02e05f">wdesc</a> == <span class="keyword">nullptr</span> &amp;&amp; m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4f565db1b8b85ea43d60631cd3414f47">dwdesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l01015"></a><span class="lineno"> 1015</span>&#160;                msg = <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Choose and Set one of setwDesc() or setdwDesc()&quot;</span>;</div><div class="line"><a name="l01016"></a><span class="lineno"> 1016</span>&#160;                <span class="keywordflow">return</span> CUDNN_STATUS_BAD_PARAM;</div><div class="line"><a name="l01017"></a><span class="lineno"> 1017</span>&#160;            }</div><div class="line"><a name="l01018"></a><span class="lineno"> 1018</span>&#160;        } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">op_mode</a> == CUDNN_BACKEND_OPERATION_CONVOLUTION_BACKWARD_DATA_DESCRIPTOR) {</div><div class="line"><a name="l01019"></a><span class="lineno"> 1019</span>&#160;            <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a81e9b10c7231ba9ffba37f7fab531a69">ydesc</a> != <span class="keyword">nullptr</span> &amp;&amp; m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#adf6b55205eac4c52c0ab70e4758e33da">dydesc</a> != <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l01020"></a><span class="lineno"> 1020</span>&#160;                msg = <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Ambiguous specification. Choose and Set only one of setyDesc() or setdyDesc()&quot;</span>;</div><div class="line"><a name="l01021"></a><span class="lineno"> 1021</span>&#160;                <span class="keywordflow">return</span> CUDNN_STATUS_BAD_PARAM;</div><div class="line"><a name="l01022"></a><span class="lineno"> 1022</span>&#160;            }</div><div class="line"><a name="l01023"></a><span class="lineno"> 1023</span>&#160;            <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a81e9b10c7231ba9ffba37f7fab531a69">ydesc</a> == <span class="keyword">nullptr</span> &amp;&amp; m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#adf6b55205eac4c52c0ab70e4758e33da">dydesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l01024"></a><span class="lineno"> 1024</span>&#160;                msg = <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Choose and Set one of setyDesc() or setdyDesc()&quot;</span>;</div><div class="line"><a name="l01025"></a><span class="lineno"> 1025</span>&#160;                <span class="keywordflow">return</span> CUDNN_STATUS_BAD_PARAM;</div><div class="line"><a name="l01026"></a><span class="lineno"> 1026</span>&#160;            }</div><div class="line"><a name="l01027"></a><span class="lineno"> 1027</span>&#160;            <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ad26bd872d417f6a9bff65768bb02e05f">wdesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l01028"></a><span class="lineno"> 1028</span>&#160;                msg = <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Check and Set the CUDNN_ATTR_OPERATION_CONVOLUTION_*_W&quot;</span>;</div><div class="line"><a name="l01029"></a><span class="lineno"> 1029</span>&#160;                <span class="keywordflow">return</span> CUDNN_STATUS_BAD_PARAM;</div><div class="line"><a name="l01030"></a><span class="lineno"> 1030</span>&#160;            }</div><div class="line"><a name="l01031"></a><span class="lineno"> 1031</span>&#160;            <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a01d1997ae84b86c0565351910bba3416">xdesc</a> != <span class="keyword">nullptr</span> &amp;&amp; m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4f30409838436d0c4dea5271af86f9b7">dxdesc</a> != <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l01032"></a><span class="lineno"> 1032</span>&#160;                msg = <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Ambiguous specification. Choose and Set only one of setxDesc() or setdxDesc()&quot;</span>;</div><div class="line"><a name="l01033"></a><span class="lineno"> 1033</span>&#160;                <span class="keywordflow">return</span> CUDNN_STATUS_BAD_PARAM;</div><div class="line"><a name="l01034"></a><span class="lineno"> 1034</span>&#160;            }</div><div class="line"><a name="l01035"></a><span class="lineno"> 1035</span>&#160;            <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a01d1997ae84b86c0565351910bba3416">xdesc</a> == <span class="keyword">nullptr</span> &amp;&amp; m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4f30409838436d0c4dea5271af86f9b7">dxdesc</a> == <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l01036"></a><span class="lineno"> 1036</span>&#160;                msg = <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Choose and Set one of setxDesc() or setdxDesc()&quot;</span>;</div><div class="line"><a name="l01037"></a><span class="lineno"> 1037</span>&#160;                <span class="keywordflow">return</span> CUDNN_STATUS_BAD_PARAM;</div><div class="line"><a name="l01038"></a><span class="lineno"> 1038</span>&#160;            }</div><div class="line"><a name="l01039"></a><span class="lineno"> 1039</span>&#160;        } <span class="keywordflow">else</span> {</div><div class="line"><a name="l01040"></a><span class="lineno"> 1040</span>&#160;            msg = <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Unsupported convolution operation. Check and set CUDNN_BACKEND_OPERATION_CONVOLUTION_*_DESCRIPTOR&quot;</span>;</div><div class="line"><a name="l01041"></a><span class="lineno"> 1041</span>&#160;            <span class="keywordflow">return</span> CUDNN_STATUS_BAD_PARAM;</div><div class="line"><a name="l01042"></a><span class="lineno"> 1042</span>&#160;        }</div><div class="line"><a name="l01043"></a><span class="lineno"> 1043</span>&#160;        <span class="keywordflow">return</span> CUDNN_STATUS_SUCCESS;</div><div class="line"><a name="l01044"></a><span class="lineno"> 1044</span>&#160;    }</div><div class="line"><a name="l01045"></a><span class="lineno"> 1045</span>&#160;</div><div class="line"><a name="l01046"></a><span class="lineno"> 1046</span>&#160;    <span class="keywordtype">void</span> </div><div class="line"><a name="l01047"></a><span class="lineno"><a class="line" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a4ec3fadfd086e33be85cf1e9a157008a"> 1047</a></span>&#160;    <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a4ec3fadfd086e33be85cf1e9a157008a">copy_dims_and_strides</a>(<span class="keyword">const</span> int64_t *from, int64_t *to)<span class="keyword"> const </span>{</div><div class="line"><a name="l01048"></a><span class="lineno"> 1048</span>&#160;        <span class="keywordflow">for</span> (<span class="keyword">auto</span> i = 0; i &lt; CUDNN_DIM_MAX + 1; i++) {</div><div class="line"><a name="l01049"></a><span class="lineno"> 1049</span>&#160;            to[i] = from[i];</div><div class="line"><a name="l01050"></a><span class="lineno"> 1050</span>&#160;        }</div><div class="line"><a name="l01051"></a><span class="lineno"> 1051</span>&#160;    }</div><div class="line"><a name="l01052"></a><span class="lineno"> 1052</span>&#160;</div><div class="line"><a name="l01053"></a><span class="lineno"> 1053</span>&#160;   <span class="keyword">public</span>:</div><div class="line"><a name="l01058"></a><span class="lineno"> 1058</span>&#160;    <span class="keyword">auto</span></div><div class="line"><a name="l01060"></a><span class="lineno"><a class="line" href="../../d3/d92/group__OperationBuilder__v8.html#gaefa06fdaae3b28c6ef08a0189e2a3d3a"> 1060</a></span>&#160;    <a class="code" href="../../d3/d92/group__OperationBuilder__v8.html#gaefa06fdaae3b28c6ef08a0189e2a3d3a">setxDesc</a>(<a class="code" href="../../df/de1/namespacecudnn__frontend.html#ac94d582cdfa2adf3d68a4e675e5d69aa">ManagedOpaqueDescriptor</a> <span class="keyword">const</span> &amp;raw_tensor) -&gt; <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html">OperationBuilder_v8</a> &amp; {</div><div class="line"><a name="l01061"></a><span class="lineno"> 1061</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a01d1997ae84b86c0565351910bba3416">xdesc</a> = raw_tensor;</div><div class="line"><a name="l01062"></a><span class="lineno"> 1062</span>&#160;        <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l01063"></a><span class="lineno"> 1063</span>&#160;    }</div><div class="line"><a name="l01064"></a><span class="lineno"> 1064</span>&#160;</div><div class="line"><a name="l01065"></a><span class="lineno"> 1065</span>&#160;    <span class="keyword">auto</span></div><div class="line"><a name="l01066"></a><span class="lineno"><a class="line" href="../../d3/d92/group__OperationBuilder__v8.html#ga04c2492a5376f1a74a57fb49fa7b3599"> 1066</a></span>&#160;    <a class="code" href="../../d3/d92/group__OperationBuilder__v8.html#ga04c2492a5376f1a74a57fb49fa7b3599">setxDesc</a>(<a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html">Tensor_v8</a> <span class="keyword">const</span> &amp;tensor) -&gt; <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html">OperationBuilder_v8</a> &amp; {</div><div class="line"><a name="l01067"></a><span class="lineno"> 1067</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a01d1997ae84b86c0565351910bba3416">xdesc</a> = tensor.get_desc();</div><div class="line"><a name="l01068"></a><span class="lineno"> 1068</span>&#160;        copy_dims_and_strides(tensor.getDimArray(), xTensor_dimA);</div><div class="line"><a name="l01069"></a><span class="lineno"> 1069</span>&#160;        copy_dims_and_strides(tensor.getStrideArray(), xTensor_strA);</div><div class="line"><a name="l01070"></a><span class="lineno"> 1070</span>&#160;        tensor_dims = tensor.getDimensionCount();</div><div class="line"><a name="l01071"></a><span class="lineno"> 1071</span>&#160;        xType = tensor.getDataType();</div><div class="line"><a name="l01072"></a><span class="lineno"> 1072</span>&#160;        <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l01073"></a><span class="lineno"> 1073</span>&#160;    }</div><div class="line"><a name="l01074"></a><span class="lineno"> 1074</span>&#160;    <span class="keyword">auto</span></div><div class="line"><a name="l01075"></a><span class="lineno"><a class="line" href="../../d3/d92/group__OperationBuilder__v8.html#ga17475846760b10ffdfa536cd92a5b135"> 1075</a></span>&#160;    <a class="code" href="../../d3/d92/group__OperationBuilder__v8.html#ga17475846760b10ffdfa536cd92a5b135">setbDesc</a>(<a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html">Tensor_v8</a> <span class="keyword">const</span> &amp;tensor) -&gt; <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html">OperationBuilder_v8</a> &amp; {</div><div class="line"><a name="l01076"></a><span class="lineno"> 1076</span>&#160;        <span class="keywordflow">if</span> (is_pointwise_op == <span class="keyword">false</span>) {</div><div class="line"><a name="l01077"></a><span class="lineno"> 1077</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l01078"></a><span class="lineno"> 1078</span>&#160;                &amp;m_operation,</div><div class="line"><a name="l01079"></a><span class="lineno"> 1079</span>&#160;                CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l01080"></a><span class="lineno"> 1080</span>&#160;                <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION_*_DESCRIPTOR: Non Pointwise operation does not need bTensor&quot;</span>);</div><div class="line"><a name="l01081"></a><span class="lineno"> 1081</span>&#160;        }</div><div class="line"><a name="l01082"></a><span class="lineno"> 1082</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a1305e0cdaeb029fd52eb189254afe18c">bdesc</a> = tensor.get_desc();</div><div class="line"><a name="l01083"></a><span class="lineno"> 1083</span>&#160;        <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l01084"></a><span class="lineno"> 1084</span>&#160;    }</div><div class="line"><a name="l01085"></a><span class="lineno"> 1085</span>&#160;    <span class="keyword">auto</span></div><div class="line"><a name="l01086"></a><span class="lineno"><a class="line" href="../../d3/d92/group__OperationBuilder__v8.html#ga5910bc2209e1b648c1aa0edce7f11e01"> 1086</a></span>&#160;    <a class="code" href="../../d3/d92/group__OperationBuilder__v8.html#ga5910bc2209e1b648c1aa0edce7f11e01">setyDesc</a>(<a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html">Tensor_v8</a> <span class="keyword">const</span> &amp;tensor) -&gt; <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html">OperationBuilder_v8</a> &amp; {</div><div class="line"><a name="l01087"></a><span class="lineno"> 1087</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a81e9b10c7231ba9ffba37f7fab531a69">ydesc</a> = tensor.get_desc();</div><div class="line"><a name="l01088"></a><span class="lineno"> 1088</span>&#160;        copy_dims_and_strides(tensor.getDimArray(), yTensor_dimA);</div><div class="line"><a name="l01089"></a><span class="lineno"> 1089</span>&#160;        copy_dims_and_strides(tensor.getStrideArray(), yTensor_strA);</div><div class="line"><a name="l01090"></a><span class="lineno"> 1090</span>&#160;        yType = tensor.getDataType();</div><div class="line"><a name="l01091"></a><span class="lineno"> 1091</span>&#160;        <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l01092"></a><span class="lineno"> 1092</span>&#160;    }</div><div class="line"><a name="l01093"></a><span class="lineno"> 1093</span>&#160;    <span class="keyword">auto</span></div><div class="line"><a name="l01094"></a><span class="lineno"><a class="line" href="../../d3/d92/group__OperationBuilder__v8.html#ga80466e517e980ba4953e085b3d4e3498"> 1094</a></span>&#160;    <a class="code" href="../../d3/d92/group__OperationBuilder__v8.html#ga80466e517e980ba4953e085b3d4e3498">setwDesc</a>(<a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html">Tensor_v8</a> <span class="keyword">const</span> &amp;tensor) -&gt; <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html">OperationBuilder_v8</a> &amp; {</div><div class="line"><a name="l01095"></a><span class="lineno"> 1095</span>&#160;        <span class="keywordflow">if</span> (is_convolution_op == <span class="keyword">false</span>) {</div><div class="line"><a name="l01096"></a><span class="lineno"> 1096</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l01097"></a><span class="lineno"> 1097</span>&#160; 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       wType = tensor.getDataType();</div><div class="line"><a name="l01105"></a><span class="lineno"> 1105</span>&#160;        <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l01106"></a><span class="lineno"> 1106</span>&#160;    }</div><div class="line"><a name="l01107"></a><span class="lineno"> 1107</span>&#160;</div><div class="line"><a name="l01109"></a><span class="lineno"> 1109</span>&#160;    <span class="keyword">auto</span></div><div class="line"><a name="l01110"></a><span class="lineno"><a class="line" href="../../d3/d92/group__OperationBuilder__v8.html#ga08f3d4cb5138174127d0f6899f7bc53b"> 1110</a></span>&#160;    <a class="code" href="../../d3/d92/group__OperationBuilder__v8.html#ga08f3d4cb5138174127d0f6899f7bc53b">setdyDesc</a>(<a class="code" href="../../df/de1/namespacecudnn__frontend.html#ac94d582cdfa2adf3d68a4e675e5d69aa">ManagedOpaqueDescriptor</a> <span class="keyword">const</span> &amp;raw_tensor) -&gt; <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html">OperationBuilder_v8</a> &amp; {</div><div class="line"><a name="l01111"></a><span class="lineno"> 1111</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#adf6b55205eac4c52c0ab70e4758e33da">dydesc</a> = raw_tensor;</div><div class="line"><a name="l01112"></a><span class="lineno"> 1112</span>&#160;        <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l01113"></a><span class="lineno"> 1113</span>&#160;    }</div><div class="line"><a name="l01114"></a><span class="lineno"> 1114</span>&#160;    <span class="keyword">auto</span></div><div class="line"><a name="l01115"></a><span class="lineno"><a class="line" href="../../d3/d92/group__OperationBuilder__v8.html#ga9e4a1e9a233b44cca5b65f0af172b001"> 1115</a></span>&#160;    <a class="code" href="../../d3/d92/group__OperationBuilder__v8.html#ga9e4a1e9a233b44cca5b65f0af172b001">setdyDesc</a>(<a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html">Tensor_v8</a> <span class="keyword">const</span> &amp;tensor) -&gt; <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html">OperationBuilder_v8</a> &amp; {</div><div class="line"><a name="l01116"></a><span class="lineno"> 1116</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#adf6b55205eac4c52c0ab70e4758e33da">dydesc</a> = tensor.get_desc();</div><div class="line"><a name="l01117"></a><span class="lineno"> 1117</span>&#160;        copy_dims_and_strides(tensor.getDimArray(), yTensor_dimA);</div><div class="line"><a name="l01118"></a><span class="lineno"> 1118</span>&#160;        copy_dims_and_strides(tensor.getStrideArray(), yTensor_strA);</div><div class="line"><a name="l01119"></a><span class="lineno"> 1119</span>&#160;        yType = tensor.getDataType();</div><div class="line"><a name="l01120"></a><span class="lineno"> 1120</span>&#160;        <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l01121"></a><span class="lineno"> 1121</span>&#160; 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       wType = tensor.getDataType();</div><div class="line"><a name="l01137"></a><span class="lineno"> 1137</span>&#160;        <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l01138"></a><span class="lineno"> 1138</span>&#160;    }</div><div class="line"><a name="l01139"></a><span class="lineno"> 1139</span>&#160;</div><div class="line"><a name="l01140"></a><span class="lineno"> 1140</span>&#160;    <span class="keyword">auto</span></div><div class="line"><a name="l01141"></a><span class="lineno"><a class="line" href="../../d3/d92/group__OperationBuilder__v8.html#gaa82e018b6a9d514ad912b922f43adad2"> 1141</a></span>&#160;    <a class="code" href="../../d3/d92/group__OperationBuilder__v8.html#gaa82e018b6a9d514ad912b922f43adad2">setcDesc</a>(<a class="code" href="../../d6/d73/classcudnn__frontend_1_1ConvDesc__v8.html">ConvDesc_v8</a> <span class="keyword">const</span> &amp;conv) -&gt; <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html">OperationBuilder_v8</a> &amp; {</div><div class="line"><a name="l01142"></a><span class="lineno"> 1142</span>&#160;        <span class="keywordflow">if</span> (is_convolution_op == <span class="keyword">false</span>) {</div><div class="line"><a name="l01143"></a><span class="lineno"> 1143</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l01144"></a><span class="lineno"> 1144</span>&#160;                &amp;m_operation,</div><div class="line"><a name="l01145"></a><span class="lineno"> 1145</span>&#160;                CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l01146"></a><span class="lineno"> 1146</span>&#160;                <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION_*_DESCRIPTOR: Non Convolution operation does not need Convolution DESCRIPTOR&quot;</span>);</div><div class="line"><a name="l01147"></a><span class="lineno"> 1147</span>&#160;        }</div><div class="line"><a name="l01148"></a><span class="lineno"> 1148</span>&#160; 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       copy_dims_and_strides(conv.getDilation(), conv_dilation);</div><div class="line"><a name="l01155"></a><span class="lineno"> 1155</span>&#160;        copy_dims_and_strides(conv.getStride(), conv_stride);</div><div class="line"><a name="l01156"></a><span class="lineno"> 1156</span>&#160;        cType = conv.getComputePrecision();</div><div class="line"><a name="l01157"></a><span class="lineno"> 1157</span>&#160;        mode  = conv.getMathMode();</div><div class="line"><a name="l01158"></a><span class="lineno"> 1158</span>&#160;        <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l01159"></a><span class="lineno"> 1159</span>&#160;    }</div><div class="line"><a name="l01160"></a><span class="lineno"> 1160</span>&#160;    <span class="keyword">auto</span></div><div class="line"><a name="l01161"></a><span class="lineno"><a class="line" href="../../d3/d92/group__OperationBuilder__v8.html#ga095c52c8f1b01ebb224265f9000195c0"> 1161</a></span>&#160;    <a class="code" href="../../d3/d92/group__OperationBuilder__v8.html#ga095c52c8f1b01ebb224265f9000195c0">setaMatDesc</a>(<a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html">Tensor_v8</a> <span class="keyword">const</span> &amp;tensor) -&gt; <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html">OperationBuilder_v8</a> &amp; {</div><div class="line"><a name="l01162"></a><span class="lineno"> 1162</span>&#160;        <span class="keywordflow">if</span> (is_matmul_op == <span class="keyword">false</span>) {</div><div class="line"><a name="l01163"></a><span class="lineno"> 1163</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l01164"></a><span class="lineno"> 1164</span>&#160;                &amp;m_operation,</div><div class="line"><a name="l01165"></a><span class="lineno"> 1165</span>&#160;                CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l01166"></a><span class="lineno"> 1166</span>&#160; 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               CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l01199"></a><span class="lineno"> 1199</span>&#160;                <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION_*_DESCRIPTOR: Non Matmul operation does not need MATMUL DESCRIPTOR&quot;</span>);</div><div class="line"><a name="l01200"></a><span class="lineno"> 1200</span>&#160;        }</div><div class="line"><a name="l01201"></a><span class="lineno"> 1201</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ac4b85cbb9ba522c98eb524a7712721af">matmuldesc</a> = matmulDesc.get_desc();</div><div class="line"><a name="l01202"></a><span class="lineno"> 1202</span>&#160;        <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l01203"></a><span class="lineno"> 1203</span>&#160;    }</div><div class="line"><a name="l01204"></a><span class="lineno"> 1204</span>&#160;    <span class="keyword">auto</span></div><div class="line"><a name="l01205"></a><span class="lineno"><a class="line" href="../../d3/d92/group__OperationBuilder__v8.html#ga904279a29c2c5c949a0e487dd573ae0a"> 1205</a></span>&#160;    <a class="code" href="../../d3/d92/group__OperationBuilder__v8.html#ga904279a29c2c5c949a0e487dd573ae0a">setreductionDesc</a>(<a class="code" href="../../d4/df1/classcudnn__frontend_1_1ReductionDesc__v8.html">ReductionDesc_v8</a> <span class="keyword">const</span> &amp;reductionDesc) -&gt; <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html">OperationBuilder_v8</a> &amp; {</div><div class="line"><a name="l01206"></a><span class="lineno"> 1206</span>&#160;        <span class="keywordflow">if</span> (is_reduction_op == <span class="keyword">false</span>) {</div><div class="line"><a name="l01207"></a><span class="lineno"> 1207</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l01208"></a><span class="lineno"> 1208</span>&#160;                &amp;m_operation,</div><div class="line"><a name="l01209"></a><span class="lineno"> 1209</span>&#160;                CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l01210"></a><span class="lineno"> 1210</span>&#160;                <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION_*_DESCRIPTOR: Non Reduction operation does not need REDUCTION DESCRIPTOR&quot;</span>);</div><div class="line"><a name="l01211"></a><span class="lineno"> 1211</span>&#160;        }</div><div class="line"><a name="l01212"></a><span class="lineno"> 1212</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a99735bf6f673f0e3346e9be611125e2f">reductiondesc</a> = reductionDesc.get_desc();</div><div class="line"><a name="l01213"></a><span class="lineno"> 1213</span>&#160;        <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l01214"></a><span class="lineno"> 1214</span>&#160;    }</div><div class="line"><a name="l01215"></a><span class="lineno"> 1215</span>&#160;    <span class="keyword">auto</span></div><div class="line"><a name="l01216"></a><span class="lineno"><a class="line" href="../../d3/d92/group__OperationBuilder__v8.html#gae6b06877b2e675b2a390f0b122100669"> 1216</a></span>&#160;    <a class="code" href="../../d3/d92/group__OperationBuilder__v8.html#gae6b06877b2e675b2a390f0b122100669">setpwDesc</a>(<a class="code" href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html">PointWiseDesc_v8</a> <span class="keyword">const</span> &amp;pointWiseDesc) -&gt; <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html">OperationBuilder_v8</a> &amp; {</div><div class="line"><a name="l01217"></a><span class="lineno"> 1217</span>&#160;        <span class="keywordflow">if</span> (is_pointwise_op == <span class="keyword">false</span>) {</div><div class="line"><a name="l01218"></a><span class="lineno"> 1218</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l01219"></a><span class="lineno"> 1219</span>&#160;                &amp;m_operation,</div><div class="line"><a name="l01220"></a><span class="lineno"> 1220</span>&#160;                CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l01221"></a><span class="lineno"> 1221</span>&#160;                <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION_*_DESCRIPTOR: Non Pointwise operation does not need POINTWISE DESCRIPTOR&quot;</span>);</div><div class="line"><a name="l01222"></a><span class="lineno"> 1222</span>&#160;        }</div><div class="line"><a name="l01223"></a><span class="lineno"> 1223</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#aac54965185417e264093156b143a3751">pwdesc</a>               = pointWiseDesc.get_desc();</div><div class="line"><a name="l01224"></a><span class="lineno"> 1224</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a5c6b2986d2d703c672b5fc461f2eee05">pointwise_port_count</a> = pointWiseDesc.getPortCount();</div><div class="line"><a name="l01225"></a><span class="lineno"> 1225</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a>       = pointWiseDesc.getPointWiseMode();</div><div class="line"><a name="l01226"></a><span class="lineno"> 1226</span>&#160;</div><div class="line"><a name="l01227"></a><span class="lineno"> 1227</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a2e1e0fb15b7df300945cae2347db635a">is_pointwise_math_op</a> = ((m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_ADD) ||</div><div class="line"><a name="l01228"></a><span class="lineno"> 1228</span>&#160;                                            (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_MUL) ||</div><div class="line"><a name="l01229"></a><span class="lineno"> 1229</span>&#160;<span class="preprocessor">#if (CUDNN_VERSION &gt;= 8300)</span></div><div class="line"><a name="l01230"></a><span class="lineno"> 1230</span>&#160;                                            (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_DIV) ||</div><div class="line"><a name="l01231"></a><span class="lineno"> 1231</span>&#160;                                            (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_SUB) ||</div><div class="line"><a name="l01232"></a><span class="lineno"> 1232</span>&#160;                                            (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_ADD_SQUARE) ||</div><div class="line"><a name="l01233"></a><span class="lineno"> 1233</span>&#160;                                            (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_RSQRT) ||</div><div class="line"><a name="l01234"></a><span class="lineno"> 1234</span>&#160;                                            (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_SIN) ||</div><div class="line"><a name="l01235"></a><span class="lineno"> 1235</span>&#160;                                            (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_COS) ||</div><div class="line"><a name="l01236"></a><span class="lineno"> 1236</span>&#160;                                            (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_TAN) ||</div><div class="line"><a name="l01237"></a><span class="lineno"> 1237</span>&#160;                                            (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_LOGICAL_OR) ||</div><div class="line"><a name="l01238"></a><span class="lineno"> 1238</span>&#160;                                            (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_LOGICAL_AND) ||</div><div class="line"><a name="l01239"></a><span class="lineno"> 1239</span>&#160;                                            (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_LOGICAL_NOT) ||</div><div class="line"><a name="l01240"></a><span class="lineno"> 1240</span>&#160;                                            (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_CMP_EQ) ||</div><div class="line"><a name="l01241"></a><span class="lineno"> 1241</span>&#160;                                            (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_CMP_NEQ) ||</div><div class="line"><a name="l01242"></a><span class="lineno"> 1242</span>&#160;                                            (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_CMP_GT) ||</div><div class="line"><a name="l01243"></a><span class="lineno"> 1243</span>&#160;                                            (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_CMP_GE) ||</div><div class="line"><a name="l01244"></a><span class="lineno"> 1244</span>&#160;                                            (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_CMP_LT) ||</div><div class="line"><a name="l01245"></a><span class="lineno"> 1245</span>&#160;                                            (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_CMP_LE) ||</div><div class="line"><a name="l01246"></a><span class="lineno"> 1246</span>&#160;                                            (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_LOG) ||</div><div class="line"><a name="l01247"></a><span class="lineno"> 1247</span>&#160;                                            (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_NEG) ||</div><div class="line"><a name="l01248"></a><span class="lineno"> 1248</span>&#160;                                            (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_MOD) ||</div><div class="line"><a name="l01249"></a><span class="lineno"> 1249</span>&#160;                                            (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_POW) ||</div><div class="line"><a name="l01250"></a><span class="lineno"> 1250</span>&#160;                                            (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_ABS) ||</div><div class="line"><a name="l01251"></a><span class="lineno"> 1251</span>&#160;                                            (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_CEIL) ||</div><div class="line"><a name="l01252"></a><span class="lineno"> 1252</span>&#160;                                            (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_FLOOR) ||</div><div class="line"><a name="l01253"></a><span class="lineno"> 1253</span>&#160;#endif</div><div class="line"><a name="l01254"></a><span class="lineno"> 1254</span>&#160;                                            (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_MIN) ||</div><div class="line"><a name="l01255"></a><span class="lineno"> 1255</span>&#160;                                            (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_MAX) ||</div><div class="line"><a name="l01256"></a><span class="lineno"> 1256</span>&#160;                                            (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_SQRT));</div><div class="line"><a name="l01257"></a><span class="lineno"> 1257</span>&#160;</div><div class="line"><a name="l01258"></a><span class="lineno"> 1258</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a12d0d0fa40152f5205570f40e681795f">is_pointwise_activation_fwd_op</a> = ((m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_RELU_FWD) ||</div><div class="line"><a name="l01259"></a><span class="lineno"> 1259</span>&#160;                                                      (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_TANH_FWD) ||</div><div class="line"><a name="l01260"></a><span class="lineno"> 1260</span>&#160;                                                      (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_SIGMOID_FWD) ||</div><div class="line"><a name="l01261"></a><span class="lineno"> 1261</span>&#160;                                                      (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_ELU_FWD) ||</div><div class="line"><a name="l01262"></a><span class="lineno"> 1262</span>&#160;                                                      (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_GELU_FWD) ||</div><div class="line"><a name="l01263"></a><span class="lineno"> 1263</span>&#160;                                                      (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_SOFTPLUS_FWD) ||</div><div class="line"><a name="l01264"></a><span class="lineno"> 1264</span>&#160;<span class="preprocessor">#if (CUDNN_VERSION &gt;= 8300)</span></div><div class="line"><a name="l01265"></a><span class="lineno"> 1265</span>&#160;                                                      (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_EXP) ||</div><div class="line"><a name="l01266"></a><span class="lineno"> 1266</span>&#160;#endif</div><div class="line"><a name="l01267"></a><span class="lineno"> 1267</span>&#160;                                                      (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_SWISH_FWD));</div><div class="line"><a name="l01268"></a><span class="lineno"> 1268</span>&#160;</div><div class="line"><a name="l01269"></a><span class="lineno"> 1269</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ab8c4c8c81e8cebc44cb725f4a4b4add9">is_pointwise_activation_bwd_op</a> = ((m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_RELU_BWD) ||</div><div class="line"><a name="l01270"></a><span class="lineno"> 1270</span>&#160;                                                      (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_TANH_BWD) ||</div><div class="line"><a name="l01271"></a><span class="lineno"> 1271</span>&#160;                                                      (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_SIGMOID_BWD) ||</div><div class="line"><a name="l01272"></a><span class="lineno"> 1272</span>&#160;                                                      (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_ELU_BWD) ||</div><div class="line"><a name="l01273"></a><span class="lineno"> 1273</span>&#160;                                                      (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_GELU_BWD) ||</div><div class="line"><a name="l01274"></a><span class="lineno"> 1274</span>&#160;                                                      (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_SOFTPLUS_BWD) ||</div><div class="line"><a name="l01275"></a><span class="lineno"> 1275</span>&#160;                                                      (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">pointwise_mode</a> == CUDNN_POINTWISE_SWISH_BWD));</div><div class="line"><a name="l01276"></a><span class="lineno"> 1276</span>&#160;</div><div class="line"><a name="l01277"></a><span class="lineno"> 1277</span>&#160;        <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l01278"></a><span class="lineno"> 1278</span>&#160;    }</div><div class="line"><a name="l01279"></a><span class="lineno"> 1279</span>&#160;</div><div class="line"><a name="l01280"></a><span class="lineno"> 1280</span>&#160;    <span class="keyword">auto</span></div><div class="line"><a name="l01281"></a><span class="lineno"><a class="line" href="../../d3/d92/group__OperationBuilder__v8.html#gab4241b96e7374d821681e97259d39d83"> 1281</a></span>&#160;    <a class="code" href="../../d3/d92/group__OperationBuilder__v8.html#gab4241b96e7374d821681e97259d39d83">setAlpha</a>(<span class="keywordtype">float</span> alpha) -&gt; <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html">OperationBuilder_v8</a> &amp; {</div><div class="line"><a name="l01282"></a><span class="lineno"> 1282</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#aee00f6897786ce0f16963a7d2f57a2f8">alpha_d</a>       = <span class="keyword">static_cast&lt;</span><span class="keywordtype">double</span><span class="keyword">&gt;</span>(alpha);</div><div class="line"><a name="l01283"></a><span class="lineno"> 1283</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4a71d73a1231c39e51a74f750586a733">alpha_s</a>       = alpha;</div><div class="line"><a name="l01284"></a><span class="lineno"> 1284</span>&#160;        <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l01285"></a><span class="lineno"> 1285</span>&#160;    }</div><div class="line"><a name="l01286"></a><span class="lineno"> 1286</span>&#160;    <span class="keyword">auto</span></div><div class="line"><a name="l01287"></a><span class="lineno"><a class="line" href="../../d3/d92/group__OperationBuilder__v8.html#ga3c63744504f65383ce0b847bea804e3f"> 1287</a></span>&#160;    <a class="code" href="../../d3/d92/group__OperationBuilder__v8.html#ga3c63744504f65383ce0b847bea804e3f">setAlpha</a>(<span class="keywordtype">double</span> alpha) -&gt; <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html">OperationBuilder_v8</a> &amp; {</div><div class="line"><a name="l01288"></a><span class="lineno"> 1288</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4a71d73a1231c39e51a74f750586a733">alpha_s</a>       = <span class="keyword">static_cast&lt;</span><span class="keywordtype">float</span><span class="keyword">&gt;</span>(alpha);</div><div class="line"><a name="l01289"></a><span class="lineno"> 1289</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#aee00f6897786ce0f16963a7d2f57a2f8">alpha_d</a>       = alpha;</div><div class="line"><a name="l01290"></a><span class="lineno"> 1290</span>&#160;        <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l01291"></a><span class="lineno"> 1291</span>&#160;    }</div><div class="line"><a name="l01292"></a><span class="lineno"> 1292</span>&#160;    <span class="keyword">auto</span></div><div class="line"><a name="l01293"></a><span class="lineno"><a class="line" href="../../d3/d92/group__OperationBuilder__v8.html#ga06cdcfeda1b702412be41addd73bb947"> 1293</a></span>&#160;    <a class="code" href="../../d3/d92/group__OperationBuilder__v8.html#ga06cdcfeda1b702412be41addd73bb947">setAlpha2</a>(<span class="keywordtype">float</span> alpha) -&gt; <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html">OperationBuilder_v8</a> &amp; {</div><div class="line"><a name="l01294"></a><span class="lineno"> 1294</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4f533db7bc67978d1ec1a475f4ab9e1c">alpha2_d</a>      = <span class="keyword">static_cast&lt;</span><span class="keywordtype">double</span><span class="keyword">&gt;</span>(alpha);</div><div class="line"><a name="l01295"></a><span class="lineno"> 1295</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4003061754cc4b0003a72cc474fca8d9">alpha2_s</a>      = alpha;</div><div class="line"><a name="l01296"></a><span class="lineno"> 1296</span>&#160;        <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l01297"></a><span class="lineno"> 1297</span>&#160;    }</div><div class="line"><a name="l01298"></a><span class="lineno"> 1298</span>&#160;    <span class="keyword">auto</span></div><div class="line"><a name="l01299"></a><span class="lineno"><a class="line" href="../../d3/d92/group__OperationBuilder__v8.html#ga459671e9d26640528fcf683aaeef05df"> 1299</a></span>&#160;    <a class="code" href="../../d3/d92/group__OperationBuilder__v8.html#ga459671e9d26640528fcf683aaeef05df">setAlpha2</a>(<span class="keywordtype">double</span> alpha) -&gt; <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html">OperationBuilder_v8</a> &amp; {</div><div class="line"><a name="l01300"></a><span class="lineno"> 1300</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4003061754cc4b0003a72cc474fca8d9">alpha2_s</a>      = <span class="keyword">static_cast&lt;</span><span class="keywordtype">float</span><span class="keyword">&gt;</span>(alpha);</div><div class="line"><a name="l01301"></a><span class="lineno"> 1301</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4f533db7bc67978d1ec1a475f4ab9e1c">alpha2_d</a>      = alpha;</div><div class="line"><a name="l01302"></a><span class="lineno"> 1302</span>&#160;        <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l01303"></a><span class="lineno"> 1303</span>&#160;    }</div><div class="line"><a name="l01304"></a><span class="lineno"> 1304</span>&#160;    <span class="keyword">auto</span></div><div class="line"><a name="l01305"></a><span class="lineno"><a class="line" href="../../d3/d92/group__OperationBuilder__v8.html#ga65a9ad73912ff46becc93ee451da6af5"> 1305</a></span>&#160;    <a class="code" href="../../d3/d92/group__OperationBuilder__v8.html#ga65a9ad73912ff46becc93ee451da6af5">setBeta</a>(<span class="keywordtype">float</span> beta) -&gt; <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html">OperationBuilder_v8</a> &amp; {</div><div class="line"><a name="l01306"></a><span class="lineno"> 1306</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a1118f19807c9f58cc1d0892bdb1f8c94">beta_d</a>        = <span class="keyword">static_cast&lt;</span><span class="keywordtype">double</span><span class="keyword">&gt;</span>(beta);</div><div class="line"><a name="l01307"></a><span class="lineno"> 1307</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0f14ddfbaae6e62375c46dd0d5ed993d">beta_s</a>        = beta;</div><div class="line"><a name="l01308"></a><span class="lineno"> 1308</span>&#160;        <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l01309"></a><span class="lineno"> 1309</span>&#160;    }</div><div class="line"><a name="l01310"></a><span class="lineno"> 1310</span>&#160;    <span class="keyword">auto</span></div><div class="line"><a name="l01311"></a><span class="lineno"><a class="line" href="../../d3/d92/group__OperationBuilder__v8.html#ga29752062b7308c8da0e625eb35431652"> 1311</a></span>&#160;    <a class="code" href="../../d3/d92/group__OperationBuilder__v8.html#ga29752062b7308c8da0e625eb35431652">setBeta</a>(<span class="keywordtype">double</span> beta) -&gt; <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html">OperationBuilder_v8</a> &amp; {</div><div class="line"><a name="l01312"></a><span class="lineno"> 1312</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0f14ddfbaae6e62375c46dd0d5ed993d">beta_s</a>        = <span class="keyword">static_cast&lt;</span><span class="keywordtype">float</span><span class="keyword">&gt;</span>(beta);</div><div class="line"><a name="l01313"></a><span class="lineno"> 1313</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a1118f19807c9f58cc1d0892bdb1f8c94">beta_d</a>        = beta;</div><div class="line"><a name="l01314"></a><span class="lineno"> 1314</span>&#160;        <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l01315"></a><span class="lineno"> 1315</span>&#160;    }</div><div class="line"><a name="l01316"></a><span class="lineno"> 1316</span>&#160;</div><div class="line"><a name="l01317"></a><span class="lineno"><a class="line" href="../../d3/d92/group__OperationBuilder__v8.html#ga425dd00708eaaadffe1c83ef356dc333"> 1317</a></span>&#160;    <a class="code" href="../../d3/d92/group__OperationBuilder__v8.html#ga425dd00708eaaadffe1c83ef356dc333">OperationBuilder_v8</a>(cudnnBackendDescriptorType_t mode) {</div><div class="line"><a name="l01318"></a><span class="lineno"> 1318</span>&#160;        m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">op_mode</a> = mode;</div><div class="line"><a name="l01319"></a><span class="lineno"> 1319</span>&#160;        is_convolution_op   = ((m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">op_mode</a> == CUDNN_BACKEND_OPERATION_CONVOLUTION_FORWARD_DESCRIPTOR) ||</div><div class="line"><a name="l01320"></a><span class="lineno"> 1320</span>&#160;                             (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">op_mode</a> == CUDNN_BACKEND_OPERATION_CONVOLUTION_BACKWARD_FILTER_DESCRIPTOR) ||</div><div class="line"><a name="l01321"></a><span class="lineno"> 1321</span>&#160;                             (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">op_mode</a> == CUDNN_BACKEND_OPERATION_CONVOLUTION_BACKWARD_DATA_DESCRIPTOR));</div><div class="line"><a name="l01322"></a><span class="lineno"> 1322</span>&#160;</div><div class="line"><a name="l01323"></a><span class="lineno"> 1323</span>&#160;        is_pointwise_op = (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">op_mode</a> == CUDNN_BACKEND_OPERATION_POINTWISE_DESCRIPTOR);</div><div class="line"><a name="l01324"></a><span class="lineno"> 1324</span>&#160;        is_matmul_op    = (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">op_mode</a> == CUDNN_BACKEND_OPERATION_MATMUL_DESCRIPTOR);</div><div class="line"><a name="l01325"></a><span class="lineno"> 1325</span>&#160;        is_reduction_op = (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">op_mode</a> == CUDNN_BACKEND_OPERATION_REDUCTION_DESCRIPTOR);</div><div class="line"><a name="l01326"></a><span class="lineno"> 1326</span>&#160;    }</div><div class="line"><a name="l01329"></a><span class="lineno"> 1329</span>&#160;    <a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html">Operation_v8</a> &amp;&amp;</div><div class="line"><a name="l01332"></a><span class="lineno"><a class="line" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#aa0df558c603d8316dd3eb2d5bfd67c9d"> 1332</a></span>&#160;    <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#aa0df558c603d8316dd3eb2d5bfd67c9d">build</a>() {</div><div class="line"><a name="l01333"></a><span class="lineno"> 1333</span>&#160;        <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l01334"></a><span class="lineno"> 1334</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l01335"></a><span class="lineno"> 1335</span>&#160;                &amp;m_operation, m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>, <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: Operation not initialized properly&quot;</span>);</div><div class="line"><a name="l01336"></a><span class="lineno"> 1336</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l01337"></a><span class="lineno"> 1337</span>&#160;        }</div><div class="line"><a name="l01338"></a><span class="lineno"> 1338</span>&#160;</div><div class="line"><a name="l01339"></a><span class="lineno"> 1339</span>&#160;        <a class="code" href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a0b100ee8ba5dadf7e70d7cce6ee0d15b">Message_t</a> msg = <span class="keyword">nullptr</span>;</div><div class="line"><a name="l01340"></a><span class="lineno"> 1340</span>&#160;        cudnnStatus_t status_ = CUDNN_STATUS_SUCCESS;</div><div class="line"><a name="l01341"></a><span class="lineno"> 1341</span>&#160;        <span class="keywordflow">if</span> (is_convolution_op) {</div><div class="line"><a name="l01342"></a><span class="lineno"> 1342</span>&#160;            status_ = validate_convolution_op(msg);</div><div class="line"><a name="l01343"></a><span class="lineno"> 1343</span>&#160;        } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (is_pointwise_op) {</div><div class="line"><a name="l01344"></a><span class="lineno"> 1344</span>&#160;            status_ = validate_pointwise_op(msg);</div><div class="line"><a name="l01345"></a><span class="lineno"> 1345</span>&#160;        } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (is_matmul_op) {</div><div class="line"><a name="l01346"></a><span class="lineno"> 1346</span>&#160;            status_ = validate_matmul_op(msg);</div><div class="line"><a name="l01347"></a><span class="lineno"> 1347</span>&#160;        } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (is_reduction_op) {</div><div class="line"><a name="l01348"></a><span class="lineno"> 1348</span>&#160;            status_ = validate_reduction_op(msg);</div><div class="line"><a name="l01349"></a><span class="lineno"> 1349</span>&#160;        } <span class="keywordflow">else</span> {</div><div class="line"><a name="l01350"></a><span class="lineno"> 1350</span>&#160;            status_ = CUDNN_STATUS_BAD_PARAM;</div><div class="line"><a name="l01351"></a><span class="lineno"> 1351</span>&#160; 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Check and set CUDNN_BACKEND_OPERATION_*_DESCRIPTOR&quot;</span>;</div><div class="line"><a name="l01352"></a><span class="lineno"> 1352</span>&#160;        }</div><div class="line"><a name="l01353"></a><span class="lineno"> 1353</span>&#160;        <span class="keywordflow">if</span> (status_ != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l01354"></a><span class="lineno"> 1354</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(&amp;m_operation, status_, msg);</div><div class="line"><a name="l01355"></a><span class="lineno"> 1355</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l01356"></a><span class="lineno"> 1356</span>&#160;        }</div><div class="line"><a name="l01357"></a><span class="lineno"> 1357</span>&#160;</div><div class="line"><a name="l01358"></a><span class="lineno"> 1358</span>&#160;        <span class="comment">// Create the descriptor.</span></div><div class="line"><a name="l01359"></a><span class="lineno"> 1359</span>&#160;        <span class="keyword">auto</span> <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = m_operation.<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a070df0d11a52793ce9480dbdcee0c24e">initialize_managed_backend_pointer</a>(m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">op_mode</a>);</div><div class="line"><a name="l01360"></a><span class="lineno"> 1360</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l01361"></a><span class="lineno"> 1361</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(&amp;m_operation, <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>, <span class="stringliteral">&quot;CUDNN_BACKEND_OPERATION: cudnnCreate Failed&quot;</span>);</div><div class="line"><a name="l01362"></a><span class="lineno"> 1362</span>&#160;            <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l01363"></a><span class="lineno"> 1363</span>&#160;        }</div><div class="line"><a name="l01364"></a><span class="lineno"> 1364</span>&#160;</div><div class="line"><a name="l01365"></a><span class="lineno"> 1365</span>&#160;        <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">op_mode</a> == CUDNN_BACKEND_OPERATION_CONVOLUTION_FORWARD_DESCRIPTOR) {</div><div class="line"><a name="l01366"></a><span class="lineno"> 1366</span>&#160;            <span class="keywordflow">return</span> build_conv_forward();</div><div class="line"><a name="l01367"></a><span class="lineno"> 1367</span>&#160;        } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">op_mode</a> == CUDNN_BACKEND_OPERATION_CONVOLUTION_BACKWARD_FILTER_DESCRIPTOR) {</div><div class="line"><a name="l01368"></a><span class="lineno"> 1368</span>&#160;            <span class="keywordflow">return</span> build_conv_backward_filter();</div><div class="line"><a name="l01369"></a><span class="lineno"> 1369</span>&#160;        } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">op_mode</a> == CUDNN_BACKEND_OPERATION_CONVOLUTION_BACKWARD_DATA_DESCRIPTOR) {</div><div class="line"><a name="l01370"></a><span class="lineno"> 1370</span>&#160;            <span class="keywordflow">return</span> build_conv_backward_data();</div><div class="line"><a name="l01371"></a><span class="lineno"> 1371</span>&#160;        } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">op_mode</a> == CUDNN_BACKEND_OPERATION_POINTWISE_DESCRIPTOR) {</div><div class="line"><a name="l01372"></a><span class="lineno"> 1372</span>&#160;            <span class="keywordflow">return</span> build_pointwise_op();</div><div class="line"><a name="l01373"></a><span class="lineno"> 1373</span>&#160;        } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">op_mode</a> == CUDNN_BACKEND_OPERATION_MATMUL_DESCRIPTOR) {</div><div class="line"><a name="l01374"></a><span class="lineno"> 1374</span>&#160;            <span class="keywordflow">return</span> build_matmul_op();</div><div class="line"><a name="l01375"></a><span class="lineno"> 1375</span>&#160;        } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (m_operation.<a class="code" href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">op_mode</a> == CUDNN_BACKEND_OPERATION_REDUCTION_DESCRIPTOR) {</div><div class="line"><a name="l01376"></a><span class="lineno"> 1376</span>&#160;            <span class="keywordflow">return</span> build_reduction_op();</div><div class="line"><a name="l01377"></a><span class="lineno"> 1377</span>&#160;        }</div><div class="line"><a name="l01378"></a><span class="lineno"> 1378</span>&#160;        <a class="code" href="../../df/de1/namespacecudnn__frontend.html#ac39691550c5659acffd2386354ed18c6">getLogger</a>() &lt;&lt; <span class="stringliteral">&quot;[cudnn_frontend] &quot;</span> &lt;&lt; m_operation &lt;&lt; std::endl;</div><div class="line"><a name="l01379"></a><span class="lineno"> 1379</span>&#160;        <span class="keywordflow">return</span> std::move(m_operation);</div><div class="line"><a name="l01380"></a><span class="lineno"> 1380</span>&#160;    }</div><div class="line"><a name="l01381"></a><span class="lineno"> 1381</span>&#160;};</div><div class="line"><a name="l01382"></a><span class="lineno"> 1382</span>&#160;}</div><div class="ttc" id="classcudnn__frontend_1_1OperationBuilder__v8_html_a0af3ff2c8ebeff83787ea0c3da857719"><div class="ttname"><a href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a0af3ff2c8ebeff83787ea0c3da857719">cudnn_frontend::OperationBuilder_v8::build_conv_backward_filter</a></div><div class="ttdeci">Operation_v8 &amp;&amp; build_conv_backward_filter()</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00655">cudnn_frontend_Operation.h:655</a></div></div>
<div class="ttc" id="namespacecudnn__frontend_html_a360ee0c724a479660a6bd0815af46ac1"><div class="ttname"><a href="../../df/de1/namespacecudnn__frontend.html#a360ee0c724a479660a6bd0815af46ac1">cudnn_frontend::feature_vector_t</a></div><div class="ttdeci">std::vector&lt; int64_t &gt; feature_vector_t</div><div class="ttdoc">Detailed feature_vector. Generally the Tensor and Operation properties. </div><div class="ttdef"><b>Definition:</b> <a href="../../df/d17/cudnn__frontend__utils_8h_source.html#l00034">cudnn_frontend_utils.h:34</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a4f533db7bc67978d1ec1a475f4ab9e1c"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4f533db7bc67978d1ec1a475f4ab9e1c">cudnn_frontend::Operation_v8::alpha2_d</a></div><div class="ttdeci">double alpha2_d</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00142">cudnn_frontend_Operation.h:142</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_gaa82e018b6a9d514ad912b922f43adad2"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#gaa82e018b6a9d514ad912b922f43adad2">cudnn_frontend::OperationBuilder_v8::setcDesc</a></div><div class="ttdeci">auto setcDesc(ConvDesc_v8 const &amp;conv) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l01141">cudnn_frontend_Operation.h:1141</a></div></div>
<div class="ttc" id="namespacecudnn__frontend_html_ac39691550c5659acffd2386354ed18c6"><div class="ttname"><a href="../../df/de1/namespacecudnn__frontend.html#ac39691550c5659acffd2386354ed18c6">cudnn_frontend::getLogger</a></div><div class="ttdeci">ConditionalStreamer &amp; getLogger()</div><div class="ttdef"><b>Definition:</b> <a href="../../d8/dc4/cudnn__frontend__Logging_8h_source.html#l00072">cudnn_frontend_Logging.h:72</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1BackendDescriptor_html_a070df0d11a52793ce9480dbdcee0c24e"><div class="ttname"><a href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a070df0d11a52793ce9480dbdcee0c24e">cudnn_frontend::BackendDescriptor::initialize_managed_backend_pointer</a></div><div class="ttdeci">cudnnStatus_t initialize_managed_backend_pointer(cudnnBackendDescriptorType_t type)</div><div class="ttdoc">Initializes the underlying managed descriptor. </div><div class="ttdef"><b>Definition:</b> <a href="../../dc/d11/cudnn__backend__base_8h_source.html#l00144">cudnn_backend_base.h:144</a></div></div>
<div class="ttc" id="namespacecudnn__frontend_html_a011f392961f07ab6de46a080e9a652a2"><div class="ttname"><a href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">cudnn_frontend::set_error_and_throw_exception</a></div><div class="ttdeci">static void set_error_and_throw_exception(BackendDescriptor const *desc, cudnnStatus_t status, const char *message)</div><div class="ttdef"><b>Definition:</b> <a href="../../df/d17/cudnn__frontend__utils_8h_source.html#l00138">cudnn_frontend_utils.h:138</a></div></div>
<div class="ttc" id="namespacenlohmann_html_a6ce645a0b8717757e096a5b5773b7a16"><div class="ttname"><a href="../../d3/d9b/namespacenlohmann.html#a6ce645a0b8717757e096a5b5773b7a16">nlohmann::to_string</a></div><div class="ttdeci">NLOHMANN_BASIC_JSON_TPL_DECLARATION std::string to_string(const NLOHMANN_BASIC_JSON_TPL &amp;j)</div><div class="ttdoc">user-defined to_string function for JSON values </div><div class="ttdef"><b>Definition:</b> <a href="../../d5/db8/json_8hpp_source.html#l25855">json.hpp:25855</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1OperationBuilder__v8_html_ad53afe4cef488fb62bcdf1af8bf2bb0f"><div class="ttname"><a href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#ad53afe4cef488fb62bcdf1af8bf2bb0f">cudnn_frontend::OperationBuilder_v8::build_conv_forward</a></div><div class="ttdeci">Operation_v8 &amp;&amp; build_conv_forward()</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00753">cudnn_frontend_Operation.h:753</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_gab4241b96e7374d821681e97259d39d83"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#gab4241b96e7374d821681e97259d39d83">cudnn_frontend::OperationBuilder_v8::setAlpha</a></div><div class="ttdeci">auto setAlpha(float alpha) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l01281">cudnn_frontend_Operation.h:1281</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1OperationBuilder__v8_html_a1b566faa0f0b70a9fbe7c5f74c151f25"><div class="ttname"><a href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a1b566faa0f0b70a9fbe7c5f74c151f25">cudnn_frontend::OperationBuilder_v8::validate_matmul_op</a></div><div class="ttdeci">cudnnStatus_t validate_matmul_op(Message_t &amp;msg)</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00904">cudnn_frontend_Operation.h:904</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1OperationBuilder__v8_html_a524a05ceac451c145adf786cbee55105"><div class="ttname"><a href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a524a05ceac451c145adf786cbee55105">cudnn_frontend::OperationBuilder_v8::validate_convolution_op</a></div><div class="ttdeci">cudnnStatus_t validate_convolution_op(Message_t &amp;msg)</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00978">cudnn_frontend_Operation.h:978</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga35fa5c453a6cd989f35e47c29e6ec665"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga35fa5c453a6cd989f35e47c29e6ec665">cudnn_frontend::OperationBuilder_v8::setdxDesc</a></div><div class="ttdeci">auto setdxDesc(Tensor_v8 const &amp;tensor) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l01123">cudnn_frontend_Operation.h:1123</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga80466e517e980ba4953e085b3d4e3498"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga80466e517e980ba4953e085b3d4e3498">cudnn_frontend::OperationBuilder_v8::setwDesc</a></div><div class="ttdeci">auto setwDesc(Tensor_v8 const &amp;tensor) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l01094">cudnn_frontend_Operation.h:1094</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_ab8c4c8c81e8cebc44cb725f4a4b4add9"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ab8c4c8c81e8cebc44cb725f4a4b4add9">cudnn_frontend::Operation_v8::is_pointwise_activation_bwd_op</a></div><div class="ttdeci">bool is_pointwise_activation_bwd_op</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00146">cudnn_frontend_Operation.h:146</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1OperationBuilder__v8_html_a99071f9bf53653aab95a578256cb3713"><div class="ttname"><a href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a99071f9bf53653aab95a578256cb3713">cudnn_frontend::OperationBuilder_v8::validate_reduction_op</a></div><div class="ttdeci">cudnnStatus_t validate_reduction_op(Message_t &amp;msg)</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00925">cudnn_frontend_Operation.h:925</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a2e1e0fb15b7df300945cae2347db635a"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a2e1e0fb15b7df300945cae2347db635a">cudnn_frontend::Operation_v8::is_pointwise_math_op</a></div><div class="ttdeci">bool is_pointwise_math_op</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00147">cudnn_frontend_Operation.h:147</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html">cudnn_frontend::Operation_v8</a></div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00067">cudnn_frontend_Operation.h:67</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga17475846760b10ffdfa536cd92a5b135"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga17475846760b10ffdfa536cd92a5b135">cudnn_frontend::OperationBuilder_v8::setbDesc</a></div><div class="ttdeci">auto setbDesc(Tensor_v8 const &amp;tensor) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l01075">cudnn_frontend_Operation.h:1075</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1BackendDescriptor_html"><div class="ttname"><a href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html">cudnn_frontend::BackendDescriptor</a></div><div class="ttdef"><b>Definition:</b> <a href="../../dc/d11/cudnn__backend__base_8h_source.html#l00099">cudnn_backend_base.h:99</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_ad26bd872d417f6a9bff65768bb02e05f"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ad26bd872d417f6a9bff65768bb02e05f">cudnn_frontend::Operation_v8::wdesc</a></div><div class="ttdeci">ManagedOpaqueDescriptor wdesc</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00127">cudnn_frontend_Operation.h:127</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_aee00f6897786ce0f16963a7d2f57a2f8"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#aee00f6897786ce0f16963a7d2f57a2f8">cudnn_frontend::Operation_v8::alpha_d</a></div><div class="ttdeci">double alpha_d</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00142">cudnn_frontend_Operation.h:142</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1OperationBuilder__v8_html_a4ec3fadfd086e33be85cf1e9a157008a"><div class="ttname"><a href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a4ec3fadfd086e33be85cf1e9a157008a">cudnn_frontend::OperationBuilder_v8::copy_dims_and_strides</a></div><div class="ttdeci">void copy_dims_and_strides(const int64_t *from, int64_t *to) const</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l01047">cudnn_frontend_Operation.h:1047</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a4f30409838436d0c4dea5271af86f9b7"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4f30409838436d0c4dea5271af86f9b7">cudnn_frontend::Operation_v8::dxdesc</a></div><div class="ttdeci">ManagedOpaqueDescriptor dxdesc</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00130">cudnn_frontend_Operation.h:130</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga095c52c8f1b01ebb224265f9000195c0"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga095c52c8f1b01ebb224265f9000195c0">cudnn_frontend::OperationBuilder_v8::setaMatDesc</a></div><div class="ttdeci">auto setaMatDesc(Tensor_v8 const &amp;tensor) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l01161">cudnn_frontend_Operation.h:1161</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1OperationBuilder__v8_html"><div class="ttname"><a href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html">cudnn_frontend::OperationBuilder_v8</a></div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00156">cudnn_frontend_Operation.h:156</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1OperationBuilder__v8_html_acea72d827ce582feea5ed490dd2371dd"><div class="ttname"><a href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#acea72d827ce582feea5ed490dd2371dd">cudnn_frontend::OperationBuilder_v8::build_matmul_op</a></div><div class="ttdeci">Operation_v8 &amp;&amp; build_matmul_op()</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00240">cudnn_frontend_Operation.h:240</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1OperationBuilder__v8_html_afe84b590489e84066faa892fe3f52d07"><div class="ttname"><a href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#afe84b590489e84066faa892fe3f52d07">cudnn_frontend::OperationBuilder_v8::build_reduction_op</a></div><div class="ttdeci">Operation_v8 &amp;&amp; build_reduction_op()</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00184">cudnn_frontend_Operation.h:184</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1OperationBuilder__v8_html_a01b4508c041a39a4717139d94c425d3a"><div class="ttname"><a href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a01b4508c041a39a4717139d94c425d3a">cudnn_frontend::OperationBuilder_v8::extract_feature_vector</a></div><div class="ttdeci">void extract_feature_vector(cudnnBackendDescriptorType_t op_type)</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00845">cudnn_frontend_Operation.h:845</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga3ca1f62832f998566c1b07b4b3c71db4"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga3ca1f62832f998566c1b07b4b3c71db4">cudnn_frontend::OperationBuilder_v8::setmatmulDesc</a></div><div class="ttdeci">auto setmatmulDesc(MatMulDesc_v8 const &amp;matmulDesc) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l01194">cudnn_frontend_Operation.h:1194</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a43cbfcab995a238e2001c4ec6543ae50"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a43cbfcab995a238e2001c4ec6543ae50">cudnn_frontend::Operation_v8::op_mode</a></div><div class="ttdeci">cudnnBackendDescriptorType_t op_mode</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00123">cudnn_frontend_Operation.h:123</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a1118f19807c9f58cc1d0892bdb1f8c94"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a1118f19807c9f58cc1d0892bdb1f8c94">cudnn_frontend::Operation_v8::beta_d</a></div><div class="ttdeci">double beta_d</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00142">cudnn_frontend_Operation.h:142</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1PointWiseDesc__v8_html"><div class="ttname"><a href="../../d4/d26/classcudnn__frontend_1_1PointWiseDesc__v8.html">cudnn_frontend::PointWiseDesc_v8</a></div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h_source.html#l00056">cudnn_frontend_PointWiseDesc.h:56</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1OperationBuilder__v8_html_aa0df558c603d8316dd3eb2d5bfd67c9d"><div class="ttname"><a href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#aa0df558c603d8316dd3eb2d5bfd67c9d">cudnn_frontend::OperationBuilder_v8::build</a></div><div class="ttdeci">Operation_v8 &amp;&amp; build()</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l01332">cudnn_frontend_Operation.h:1332</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga65a9ad73912ff46becc93ee451da6af5"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga65a9ad73912ff46becc93ee451da6af5">cudnn_frontend::OperationBuilder_v8::setBeta</a></div><div class="ttdeci">auto setBeta(float beta) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l01305">cudnn_frontend_Operation.h:1305</a></div></div>
<div class="ttc" id="cudnn__frontend__utils_8h_html"><div class="ttname"><a href="../../df/d17/cudnn__frontend__utils_8h.html">cudnn_frontend_utils.h</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a4a71d73a1231c39e51a74f750586a733"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4a71d73a1231c39e51a74f750586a733">cudnn_frontend::Operation_v8::alpha_s</a></div><div class="ttdeci">float alpha_s</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00141">cudnn_frontend_Operation.h:141</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_gae6b06877b2e675b2a390f0b122100669"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#gae6b06877b2e675b2a390f0b122100669">cudnn_frontend::OperationBuilder_v8::setpwDesc</a></div><div class="ttdeci">auto setpwDesc(PointWiseDesc_v8 const &amp;pointWiseDesc) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l01216">cudnn_frontend_Operation.h:1216</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga06cdcfeda1b702412be41addd73bb947"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga06cdcfeda1b702412be41addd73bb947">cudnn_frontend::OperationBuilder_v8::setAlpha2</a></div><div class="ttdeci">auto setAlpha2(float alpha) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l01293">cudnn_frontend_Operation.h:1293</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1ReductionDesc__v8_html"><div class="ttname"><a href="../../d4/df1/classcudnn__frontend_1_1ReductionDesc__v8.html">cudnn_frontend::ReductionDesc_v8</a></div><div class="ttdef"><b>Definition:</b> <a href="../../db/da7/cudnn__frontend__ReductionDesc_8h_source.html#l00048">cudnn_frontend_ReductionDesc.h:48</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga5e5d463d5531a9378280fa4b1aee6f63"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga5e5d463d5531a9378280fa4b1aee6f63">cudnn_frontend::OperationBuilder_v8::setdwDesc</a></div><div class="ttdeci">auto setdwDesc(Tensor_v8 const &amp;tensor) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l01132">cudnn_frontend_Operation.h:1132</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga904279a29c2c5c949a0e487dd573ae0a"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga904279a29c2c5c949a0e487dd573ae0a">cudnn_frontend::OperationBuilder_v8::setreductionDesc</a></div><div class="ttdeci">auto setreductionDesc(ReductionDesc_v8 const &amp;reductionDesc) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l01205">cudnn_frontend_Operation.h:1205</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1OperationBuilder__v8_html_a52840fe8efb8ba2d5e93aa7ebb155741"><div class="ttname"><a href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a52840fe8efb8ba2d5e93aa7ebb155741">cudnn_frontend::OperationBuilder_v8::yType</a></div><div class="ttdeci">int64_t yType</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00179">cudnn_frontend_Operation.h:179</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a5c6b2986d2d703c672b5fc461f2eee05"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a5c6b2986d2d703c672b5fc461f2eee05">cudnn_frontend::Operation_v8::pointwise_port_count</a></div><div class="ttdeci">int64_t pointwise_port_count</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00143">cudnn_frontend_Operation.h:143</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a0f14ddfbaae6e62375c46dd0d5ed993d"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0f14ddfbaae6e62375c46dd0d5ed993d">cudnn_frontend::Operation_v8::beta_s</a></div><div class="ttdeci">float beta_s</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00141">cudnn_frontend_Operation.h:141</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a09f5151a90f805d81550a30617bcec0c"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a09f5151a90f805d81550a30617bcec0c">cudnn_frontend::Operation_v8::pointwise_mode</a></div><div class="ttdeci">cudnnPointwiseMode_t pointwise_mode</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00144">cudnn_frontend_Operation.h:144</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga29752062b7308c8da0e625eb35431652"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga29752062b7308c8da0e625eb35431652">cudnn_frontend::OperationBuilder_v8::setBeta</a></div><div class="ttdeci">auto setBeta(double beta) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l01311">cudnn_frontend_Operation.h:1311</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1OperationBuilder__v8_html_ab8fd5d1352ff6cb696d506aeb6fc1b7e"><div class="ttname"><a href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#ab8fd5d1352ff6cb696d506aeb6fc1b7e">cudnn_frontend::OperationBuilder_v8::build_conv_backward_data</a></div><div class="ttdeci">Operation_v8 &amp;&amp; build_conv_backward_data()</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00556">cudnn_frontend_Operation.h:556</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_gaa8eed29a0181e044ea0263ba655127ec"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#gaa8eed29a0181e044ea0263ba655127ec">cudnn_frontend::OperationBuilder_v8::setbMatDesc</a></div><div class="ttdeci">auto setbMatDesc(Tensor_v8 const &amp;tensor) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l01172">cudnn_frontend_Operation.h:1172</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a3cc97ff55ff04eae1fc40e38cbf0fc36"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a3cc97ff55ff04eae1fc40e38cbf0fc36">cudnn_frontend::Operation_v8::feature_vector</a></div><div class="ttdeci">feature_vector_t feature_vector</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00149">cudnn_frontend_Operation.h:149</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a99735bf6f673f0e3346e9be611125e2f"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a99735bf6f673f0e3346e9be611125e2f">cudnn_frontend::Operation_v8::reductiondesc</a></div><div class="ttdeci">ManagedOpaqueDescriptor reductiondesc</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00138">cudnn_frontend_Operation.h:138</a></div></div>
<div class="ttc" id="cudnn__frontend__ReductionDesc_8h_html"><div class="ttname"><a href="../../db/da7/cudnn__frontend__ReductionDesc_8h.html">cudnn_frontend_ReductionDesc.h</a></div></div>
<div class="ttc" id="namespacecudnn__frontend_html_ac94d582cdfa2adf3d68a4e675e5d69aa"><div class="ttname"><a href="../../df/de1/namespacecudnn__frontend.html#ac94d582cdfa2adf3d68a4e675e5d69aa">cudnn_frontend::ManagedOpaqueDescriptor</a></div><div class="ttdeci">std::shared_ptr&lt; OpaqueBackendPointer &gt; ManagedOpaqueDescriptor</div><div class="ttdef"><b>Definition:</b> <a href="../../dc/d11/cudnn__backend__base_8h_source.html#l00084">cudnn_backend_base.h:84</a></div></div>
<div class="ttc" id="cudnn__frontend__PointWiseDesc_8h_html"><div class="ttname"><a href="../../da/d5f/cudnn__frontend__PointWiseDesc_8h.html">cudnn_frontend_PointWiseDesc.h</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga08f3d4cb5138174127d0f6899f7bc53b"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga08f3d4cb5138174127d0f6899f7bc53b">cudnn_frontend::OperationBuilder_v8::setdyDesc</a></div><div class="ttdeci">auto setdyDesc(ManagedOpaqueDescriptor const &amp;raw_tensor) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdoc">Will be Deprecated Do not use. </div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l01110">cudnn_frontend_Operation.h:1110</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1ConvDesc__v8_html"><div class="ttname"><a href="../../d6/d73/classcudnn__frontend_1_1ConvDesc__v8.html">cudnn_frontend::ConvDesc_v8</a></div><div class="ttdef"><b>Definition:</b> <a href="../../d1/de7/cudnn__frontend__ConvDesc_8h_source.html#l00054">cudnn_frontend_ConvDesc.h:54</a></div></div>
<div class="ttc" id="namespacecudnn__frontend_html"><div class="ttname"><a href="../../df/de1/namespacecudnn__frontend.html">cudnn_frontend</a></div><div class="ttdef"><b>Definition:</b> <a href="../../dc/d11/cudnn__backend__base_8h_source.html#l00029">cudnn_backend_base.h:29</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a3425a8550eb9f622dc4101d3d5d2c0e1"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a3425a8550eb9f622dc4101d3d5d2c0e1">cudnn_frontend::Operation_v8::describe</a></div><div class="ttdeci">std::string describe() const override</div><div class="ttdoc">Return a string describing the backend Descriptor. </div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00071">cudnn_frontend_Operation.h:71</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a12d0d0fa40152f5205570f40e681795f"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a12d0d0fa40152f5205570f40e681795f">cudnn_frontend::Operation_v8::is_pointwise_activation_fwd_op</a></div><div class="ttdeci">bool is_pointwise_activation_fwd_op</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00145">cudnn_frontend_Operation.h:145</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a1ed7bd01616e2514c25b4c47a55ed831"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a1ed7bd01616e2514c25b4c47a55ed831">cudnn_frontend::Operation_v8::operator=</a></div><div class="ttdeci">Operation_v8 &amp; operator=(Operation_v8 &amp;&amp;from)=default</div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a4f565db1b8b85ea43d60631cd3414f47"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4f565db1b8b85ea43d60631cd3414f47">cudnn_frontend::Operation_v8::dwdesc</a></div><div class="ttdeci">ManagedOpaqueDescriptor dwdesc</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00131">cudnn_frontend_Operation.h:131</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_adea4f5ef82e61fc375fd2c3ee8e92147"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#adea4f5ef82e61fc375fd2c3ee8e92147">cudnn_frontend::Operation_v8::cmatdesc</a></div><div class="ttdeci">ManagedOpaqueDescriptor cmatdesc</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00135">cudnn_frontend_Operation.h:135</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga9e4a1e9a233b44cca5b65f0af172b001"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga9e4a1e9a233b44cca5b65f0af172b001">cudnn_frontend::OperationBuilder_v8::setdyDesc</a></div><div class="ttdeci">auto setdyDesc(Tensor_v8 const &amp;tensor) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l01115">cudnn_frontend_Operation.h:1115</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1OperationBuilder__v8_html_aa024b6247fd5ea4ef325e75337de3d0c"><div class="ttname"><a href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#aa024b6247fd5ea4ef325e75337de3d0c">cudnn_frontend::OperationBuilder_v8::validate_pointwise_op</a></div><div class="ttdeci">cudnnStatus_t validate_pointwise_op(Message_t &amp;msg)</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00942">cudnn_frontend_Operation.h:942</a></div></div>
<div class="ttc" id="cudnn__frontend__Tensor_8h_html"><div class="ttname"><a href="../../d3/d98/cudnn__frontend__Tensor_8h.html">cudnn_frontend_Tensor.h</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1OperationBuilder__v8_html_a23ab5e17f7f515edce17bc43628b753b"><div class="ttname"><a href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a23ab5e17f7f515edce17bc43628b753b">cudnn_frontend::OperationBuilder_v8::build_pointwise_op</a></div><div class="ttdeci">Operation_v8 &amp;&amp; build_pointwise_op()</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00300">cudnn_frontend_Operation.h:300</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Tensor__v8_html"><div class="ttname"><a href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html">cudnn_frontend::Tensor_v8</a></div><div class="ttdef"><b>Definition:</b> <a href="../../d3/d98/cudnn__frontend__Tensor_8h_source.html#l00052">cudnn_frontend_Tensor.h:52</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a736317246d52e774170bc60511870932"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a736317246d52e774170bc60511870932">cudnn_frontend::Operation_v8::operationTag</a></div><div class="ttdeci">std::string operationTag</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00148">cudnn_frontend_Operation.h:148</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a1305e0cdaeb029fd52eb189254afe18c"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a1305e0cdaeb029fd52eb189254afe18c">cudnn_frontend::Operation_v8::bdesc</a></div><div class="ttdeci">ManagedOpaqueDescriptor bdesc</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00128">cudnn_frontend_Operation.h:128</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a0414d5eb022c25584d60491f416e6449"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0414d5eb022c25584d60491f416e6449">cudnn_frontend::Operation_v8::alphabetaType</a></div><div class="ttdeci">cudnnBackendAttributeType_t alphabetaType</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00140">cudnn_frontend_Operation.h:140</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1OperationBuilder__v8_html_a0b100ee8ba5dadf7e70d7cce6ee0d15b"><div class="ttname"><a href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a0b100ee8ba5dadf7e70d7cce6ee0d15b">cudnn_frontend::OperationBuilder_v8::Message_t</a></div><div class="ttdeci">const char * Message_t</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00164">cudnn_frontend_Operation.h:164</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1OperationBuilder__v8_html_acf45f5b46f23610790b8746a3d7e8a57"><div class="ttname"><a href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#acf45f5b46f23610790b8746a3d7e8a57">cudnn_frontend::OperationBuilder_v8::mode</a></div><div class="ttdeci">int64_t mode</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00178">cudnn_frontend_Operation.h:178</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a01d1997ae84b86c0565351910bba3416"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a01d1997ae84b86c0565351910bba3416">cudnn_frontend::Operation_v8::xdesc</a></div><div class="ttdeci">ManagedOpaqueDescriptor xdesc</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00125">cudnn_frontend_Operation.h:125</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a810b2f50d53d6655c2048d3c3afbcfc4"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a810b2f50d53d6655c2048d3c3afbcfc4">cudnn_frontend::Operation_v8::Operation_v8</a></div><div class="ttdeci">Operation_v8()=default</div></div>
<div class="ttc" id="classcudnn__frontend_1_1MatMulDesc__v8_html"><div class="ttname"><a href="../../d6/db7/classcudnn__frontend_1_1MatMulDesc__v8.html">cudnn_frontend::MatMulDesc_v8</a></div><div class="ttdef"><b>Definition:</b> <a href="../../d6/d32/cudnn__frontend__MatMulDesc_8h_source.html#l00047">cudnn_frontend_MatMulDesc.h:47</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_aac54965185417e264093156b143a3751"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#aac54965185417e264093156b143a3751">cudnn_frontend::Operation_v8::pwdesc</a></div><div class="ttdeci">ManagedOpaqueDescriptor pwdesc</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00136">cudnn_frontend_Operation.h:136</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a4003061754cc4b0003a72cc474fca8d9"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a4003061754cc4b0003a72cc474fca8d9">cudnn_frontend::Operation_v8::alpha2_s</a></div><div class="ttdeci">float alpha2_s</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00141">cudnn_frontend_Operation.h:141</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_adf6b55205eac4c52c0ab70e4758e33da"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#adf6b55205eac4c52c0ab70e4758e33da">cudnn_frontend::Operation_v8::dydesc</a></div><div class="ttdeci">ManagedOpaqueDescriptor dydesc</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00129">cudnn_frontend_Operation.h:129</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_gaefa06fdaae3b28c6ef08a0189e2a3d3a"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#gaefa06fdaae3b28c6ef08a0189e2a3d3a">cudnn_frontend::OperationBuilder_v8::setxDesc</a></div><div class="ttdeci">auto setxDesc(ManagedOpaqueDescriptor const &amp;raw_tensor) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdoc">Will be Deprecated Do not use. </div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l01060">cudnn_frontend_Operation.h:1060</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_gaaf9d7cbc65c7c7526a6f15d4ad2952fa"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#gaaf9d7cbc65c7c7526a6f15d4ad2952fa">cudnn_frontend::OperationBuilder_v8::setcMatDesc</a></div><div class="ttdeci">auto setcMatDesc(Tensor_v8 const &amp;tensor) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l01183">cudnn_frontend_Operation.h:1183</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1OperationBuilder__v8_html_a8724628060c71b17e7458c01338b234a"><div class="ttname"><a href="../../d1/d29/classcudnn__frontend_1_1OperationBuilder__v8.html#a8724628060c71b17e7458c01338b234a">cudnn_frontend::OperationBuilder_v8::m_operation</a></div><div class="ttdeci">Operation_v8 m_operation</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00158">cudnn_frontend_Operation.h:158</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga5910bc2209e1b648c1aa0edce7f11e01"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga5910bc2209e1b648c1aa0edce7f11e01">cudnn_frontend::OperationBuilder_v8::setyDesc</a></div><div class="ttdeci">auto setyDesc(Tensor_v8 const &amp;tensor) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l01086">cudnn_frontend_Operation.h:1086</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a0945c6296efc14ffc41122aaae3946b8"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a0945c6296efc14ffc41122aaae3946b8">cudnn_frontend::Operation_v8::bmatdesc</a></div><div class="ttdeci">ManagedOpaqueDescriptor bmatdesc</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00134">cudnn_frontend_Operation.h:134</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga04c2492a5376f1a74a57fb49fa7b3599"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga04c2492a5376f1a74a57fb49fa7b3599">cudnn_frontend::OperationBuilder_v8::setxDesc</a></div><div class="ttdeci">auto setxDesc(Tensor_v8 const &amp;tensor) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l01066">cudnn_frontend_Operation.h:1066</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a19856fbb973574342efedc43134af3a7"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a19856fbb973574342efedc43134af3a7">cudnn_frontend::Operation_v8::cdesc</a></div><div class="ttdeci">ManagedOpaqueDescriptor cdesc</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00132">cudnn_frontend_Operation.h:132</a></div></div>
<div class="ttc" id="cudnn__frontend__MatMulDesc_8h_html"><div class="ttname"><a href="../../d6/d32/cudnn__frontend__MatMulDesc_8h.html">cudnn_frontend_MatMulDesc.h</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_ae5cba10d789e4d08b45339a702ba75f3"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ae5cba10d789e4d08b45339a702ba75f3">cudnn_frontend::Operation_v8::getOutputTensor</a></div><div class="ttdeci">ManagedOpaqueDescriptor getOutputTensor()</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00101">cudnn_frontend_Operation.h:101</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga459671e9d26640528fcf683aaeef05df"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga459671e9d26640528fcf683aaeef05df">cudnn_frontend::OperationBuilder_v8::setAlpha2</a></div><div class="ttdeci">auto setAlpha2(double alpha) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l01299">cudnn_frontend_Operation.h:1299</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_ac4b85cbb9ba522c98eb524a7712721af"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ac4b85cbb9ba522c98eb524a7712721af">cudnn_frontend::Operation_v8::matmuldesc</a></div><div class="ttdeci">ManagedOpaqueDescriptor matmuldesc</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00137">cudnn_frontend_Operation.h:137</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a67d82f53ecbdfe2416d2a26410138d78"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a67d82f53ecbdfe2416d2a26410138d78">cudnn_frontend::Operation_v8::~Operation_v8</a></div><div class="ttdeci">~Operation_v8()=default</div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga425dd00708eaaadffe1c83ef356dc333"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga425dd00708eaaadffe1c83ef356dc333">cudnn_frontend::OperationBuilder_v8::OperationBuilder_v8</a></div><div class="ttdeci">OperationBuilder_v8(cudnnBackendDescriptorType_t mode)</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l01317">cudnn_frontend_Operation.h:1317</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_a81e9b10c7231ba9ffba37f7fab531a69"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#a81e9b10c7231ba9ffba37f7fab531a69">cudnn_frontend::Operation_v8::ydesc</a></div><div class="ttdeci">ManagedOpaqueDescriptor ydesc</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00126">cudnn_frontend_Operation.h:126</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_ab2692d9f28861a73d590a53f979d26fa"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ab2692d9f28861a73d590a53f979d26fa">cudnn_frontend::Operation_v8::getTag</a></div><div class="ttdeci">std::string const  &amp; getTag() const</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00106">cudnn_frontend_Operation.h:106</a></div></div>
<div class="ttc" id="group__OperationBuilder__v8_html_ga3c63744504f65383ce0b847bea804e3f"><div class="ttname"><a href="../../d3/d92/group__OperationBuilder__v8.html#ga3c63744504f65383ce0b847bea804e3f">cudnn_frontend::OperationBuilder_v8::setAlpha</a></div><div class="ttdeci">auto setAlpha(double alpha) -&gt; OperationBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l01287">cudnn_frontend_Operation.h:1287</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1BackendDescriptor_html_a8a5466c444f2de721118334ac876c6ba"><div class="ttname"><a href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">cudnn_frontend::BackendDescriptor::status</a></div><div class="ttdeci">cudnnStatus_t status</div><div class="ttdoc">Shared pointer of the OpaqueBackendPointer. </div><div class="ttdef"><b>Definition:</b> <a href="../../dc/d11/cudnn__backend__base_8h_source.html#l00160">cudnn_backend_base.h:160</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1BackendDescriptor_html_a62312f29dbbc7c11c1da54a2ad41c52f"><div class="ttname"><a href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a62312f29dbbc7c11c1da54a2ad41c52f">cudnn_frontend::BackendDescriptor::pointer</a></div><div class="ttdeci">ManagedOpaqueDescriptor pointer</div><div class="ttdef"><b>Definition:</b> <a href="../../dc/d11/cudnn__backend__base_8h_source.html#l00158">cudnn_backend_base.h:158</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_ae0e0256b292acd560accc1c02a6e393b"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#ae0e0256b292acd560accc1c02a6e393b">cudnn_frontend::Operation_v8::amatdesc</a></div><div class="ttdeci">ManagedOpaqueDescriptor amatdesc</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00133">cudnn_frontend_Operation.h:133</a></div></div>
<div class="ttc" id="cudnn__frontend__ConvDesc_8h_html"><div class="ttname"><a href="../../d1/de7/cudnn__frontend__ConvDesc_8h.html">cudnn_frontend_ConvDesc.h</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Operation__v8_html_af94bdd7b70091a88c1ad4e2d1d40581d"><div class="ttname"><a href="../../d4/d30/classcudnn__frontend_1_1Operation__v8.html#af94bdd7b70091a88c1ad4e2d1d40581d">cudnn_frontend::Operation_v8::getFeatureVector</a></div><div class="ttdeci">feature_vector_t getFeatureVector() const</div><div class="ttdef"><b>Definition:</b> <a href="../../da/d5a/cudnn__frontend__Operation_8h_source.html#l00111">cudnn_frontend_Operation.h:111</a></div></div>
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